diff --git a/apps/Makefile b/apps/Makefile
index 65bcee208..270d8c47d 100644
--- a/apps/Makefile
+++ b/apps/Makefile
@@ -21,6 +21,7 @@ app_objs += $(addprefix apps/,\
   interactive_curve_view_controller.o\
   interactive_curve_view_range.o\
   main.o\
+  memoized_curve_view_range.o\
   node.o\
   node_list_view_controller.o\
   node_navigation_controller.o\
diff --git a/apps/banner_view.cpp b/apps/banner_view.cpp
index e359c3837..7202e62e1 100644
--- a/apps/banner_view.cpp
+++ b/apps/banner_view.cpp
@@ -7,8 +7,14 @@ void BannerView::drawRect(KDContext * ctx, KDRect rect) const {
 }
 
 void BannerView::setLegendAtIndex(char * text, int index) {
+  /* The layout of the banner's subviews depends on their content.
+   * Indeed, we're using a "centered text" algorithm to layout the subviews.
+   * So changing a legend implies two things
+   *  - First, we need to update the textView to ensure it has the new content
+   *  - Second, we need to relayout *all* of our subviews. */
   TextView * textView = textViewAtIndex(index);
   textView->setText(text);
+  layoutSubviews();
 }
 
 KDSize BannerView::minimalSizeForOptimalDisplay() {
@@ -20,7 +26,6 @@ int BannerView::numberOfSubviews() const {
 }
 
 void BannerView::layoutSubviews() {
-  markRectAsDirty(bounds());
   /* We iterate on subviews, adding their width until we exceed the view bound.
   * The last subview that exceeds the bound is recorded as the first subview of
   * the next line. For the current line, we scan again the subviews and frame
diff --git a/apps/banner_view.h b/apps/banner_view.h
index c857e12b4..8f3d89d13 100644
--- a/apps/banner_view.h
+++ b/apps/banner_view.h
@@ -8,10 +8,10 @@ public:
   void drawRect(KDContext * ctx, KDRect rect) const override;
   void setLegendAtIndex(char * text, int index);
   KDSize minimalSizeForOptimalDisplay() override;
-  void layoutSubviews() override;
 private:
   int numberOfSubviews() const override;
   View * subviewAtIndex(int index) override;
+  void layoutSubviews() override;
   int numberOfLines();
   virtual TextView * textViewAtIndex(int i) = 0;
 };
diff --git a/apps/curve_view.cpp b/apps/curve_view.cpp
index 45f09d7a0..9fc25662e 100644
--- a/apps/curve_view.cpp
+++ b/apps/curve_view.cpp
@@ -9,42 +9,30 @@ constexpr KDColor CurveView::k_axisColor;
 constexpr KDColor CurveView::k_gridColor;
 
 CurveView::CurveView(CurveViewRange * curveViewRange, CurveViewCursor * curveViewCursor, BannerView * bannerView,
-    View * cursorView, float topMarginFactor, float rightMarginFactor, float bottomMarginFactor,
-    float leftMarginFactor) :
+    View * cursorView) :
   View(),
   m_curveViewRange(curveViewRange),
   m_curveViewCursor(curveViewCursor),
   m_bannerView(bannerView),
   m_cursorView(cursorView),
-  m_topMarginFactor(topMarginFactor),
-  m_bottomMarginFactor(bottomMarginFactor),
-  m_leftMarginFactor(leftMarginFactor),
-  m_rightMarginFactor(rightMarginFactor)
+  m_drawnRangeVersion(0)
 {
 }
 
 void CurveView::reload() {
-  markRectAsDirty(bounds());
-  if (label(Axis::Horizontal, 0) != nullptr) {
-    computeLabels(Axis::Horizontal);
-  }
-  if (label(Axis::Vertical, 0) != nullptr) {
-    computeLabels(Axis::Vertical);
-  }
-  layoutSubviews();
-}
-
-void CurveView::reloadSelection() {
-  if (m_curveViewCursor != nullptr) {
-    float pixelXSelection = roundf(floatToPixel(Axis::Horizontal, m_curveViewCursor->x()));
-    float pixelYSelection = roundf(floatToPixel(Axis::Vertical, m_curveViewCursor->y()));
-    KDRect dirtyZone(KDRect(pixelXSelection - k_cursorSize/2, pixelYSelection - k_cursorSize/2, k_cursorSize, k_cursorSize));
-    markRectAsDirty(dirtyZone);
-    layoutCursor();
-    if (m_bannerView != nullptr) {
-      m_bannerView->layoutSubviews();
+  uint32_t rangeVersion = m_curveViewRange->rangeChecksum();
+  if (m_drawnRangeVersion != rangeVersion) {
+    // FIXME: This should also be called if the *curve* changed
+    m_drawnRangeVersion = rangeVersion;
+    markRectAsDirty(bounds());
+    if (label(Axis::Horizontal, 0) != nullptr) {
+      computeLabels(Axis::Horizontal);
+    }
+    if (label(Axis::Vertical, 0) != nullptr) {
+      computeLabels(Axis::Vertical);
     }
   }
+  layoutSubviews();
 }
 
 bool CurveView::isMainViewSelected() const {
@@ -54,7 +42,7 @@ bool CurveView::isMainViewSelected() const {
 void CurveView::selectMainView(bool mainViewSelected) {
   if (m_mainViewSelected != mainViewSelected) {
     m_mainViewSelected = mainViewSelected;
-    reloadSelection();
+    reload();
     layoutSubviews();
   }
 }
@@ -65,18 +53,12 @@ void CurveView::setCurveViewRange(CurveViewRange * curveViewRange) {
 
 float CurveView::min(Axis axis) const {
   assert(axis == Axis::Horizontal || axis == Axis::Vertical);
-  float range = axis == Axis::Horizontal ? m_curveViewRange->xMax() - m_curveViewRange->xMin() : m_curveViewRange->yMax() - m_curveViewRange->yMin();
-  float absoluteMin = axis == Axis::Horizontal ? m_curveViewRange->xMin(): m_curveViewRange->yMin();
-  float marginFactor = axis == Axis::Horizontal ? m_leftMarginFactor : m_bottomMarginFactor;
-  return absoluteMin - marginFactor*range;
+  return (axis == Axis::Horizontal ? m_curveViewRange->xMin(): m_curveViewRange->yMin());
 }
 
 float CurveView::max(Axis axis) const {
   assert(axis == Axis::Horizontal || axis == Axis::Vertical);
-  float range = axis == Axis::Horizontal ? m_curveViewRange->xMax() - m_curveViewRange->xMin() : m_curveViewRange->yMax() - m_curveViewRange->yMin();
-  float absoluteMax = (axis == Axis::Horizontal ? m_curveViewRange->xMax() : m_curveViewRange->yMax());
-  float marginFactor = axis == Axis::Horizontal ? m_rightMarginFactor : m_topMarginFactor;
-  return absoluteMax + marginFactor*range;
+  return (axis == Axis::Horizontal ? m_curveViewRange->xMax() : m_curveViewRange->yMax());
 }
 
 float CurveView::gridUnit(Axis axis) const {
@@ -395,19 +377,6 @@ void CurveView::stampAtLocation(KDContext * ctx, KDRect rect, float pxf, float p
 }
 
 void CurveView::layoutSubviews() {
-  layoutCursor();
-  if (m_bannerView != nullptr) {
-    m_bannerView->setFrame(bounds());
-    KDCoordinate bannerHeight = m_bannerView->minimalSizeForOptimalDisplay().height();
-    KDRect bannerFrame(KDRect(0, bounds().height()- bannerHeight, bounds().width(), bannerHeight));
-    if (!m_mainViewSelected) {
-      bannerFrame = KDRectZero;
-    }
-    m_bannerView->setFrame(bannerFrame);
-  }
-}
-
-void CurveView::layoutCursor() {
   if (m_curveViewCursor != nullptr && m_cursorView != nullptr) {
     KDCoordinate xCursorPixelPosition = roundf(floatToPixel(Axis::Horizontal, m_curveViewCursor->x()));
     KDCoordinate yCursorPixelPosition = roundf(floatToPixel(Axis::Vertical, m_curveViewCursor->y()));
@@ -417,6 +386,14 @@ void CurveView::layoutCursor() {
     }
     m_cursorView->setFrame(cursorFrame);
   }
+  if (m_bannerView != nullptr) {
+    KDCoordinate bannerHeight = m_bannerView->minimalSizeForOptimalDisplay().height();
+    KDRect bannerFrame(KDRect(0, bounds().height()- bannerHeight, bounds().width(), bannerHeight));
+    if (!m_mainViewSelected) {
+      bannerFrame = KDRectZero;
+    }
+    m_bannerView->setFrame(bannerFrame);
+  }
 }
 
 int CurveView::numberOfSubviews() const {
diff --git a/apps/curve_view.h b/apps/curve_view.h
index 2705d6965..c6f499585 100644
--- a/apps/curve_view.h
+++ b/apps/curve_view.h
@@ -16,11 +16,8 @@ public:
     Vertical = 1
   };
   CurveView(CurveViewRange * curveViewRange = nullptr, CurveViewCursor * curveViewCursor = nullptr,
-    BannerView * bannerView = nullptr, View * cursorView = nullptr, float topMarginFactor = 0.0f,
-    float rightMarginFactor = 0.0f, float bottomMarginFactor = 0.0f, float leftMarginFactor = 0.0f);
-  // Reload methods
-  void reload();
-  virtual void reloadSelection();
+    BannerView * bannerView = nullptr, View * cursorView = nullptr);
+  virtual void reload();
   // When the main view is selected, the banner view is visible
   bool isMainViewSelected() const;
   void selectMainView(bool mainViewSelected);
@@ -72,7 +69,6 @@ private:
    * anti alising. */
   void stampAtLocation(KDContext * ctx, KDRect rect, float pxf, float pyf, KDColor color) const;
   void layoutSubviews() override;
-  void layoutCursor();
   int numberOfSubviews() const override;
   View * subviewAtIndex(int index) override;
   /* m_curveViewRange has to be non null but the cursor model, the banner and
@@ -82,10 +78,7 @@ private:
   BannerView * m_bannerView;
   View * m_cursorView;
   bool m_mainViewSelected;
-  float m_topMarginFactor;
-  float m_bottomMarginFactor;
-  float m_leftMarginFactor;
-  float m_rightMarginFactor;
+  uint32_t m_drawnRangeVersion;
 };
 
 #endif
diff --git a/apps/curve_view_range.cpp b/apps/curve_view_range.cpp
index e5d0fffe3..f116230c3 100644
--- a/apps/curve_view_range.cpp
+++ b/apps/curve_view_range.cpp
@@ -1,7 +1,17 @@
 #include "curve_view_range.h"
 #include <math.h>
+#include <ion.h>
+#include <assert.h>
+#include <stddef.h>
 #include <float.h>
 
+uint32_t CurveViewRange::rangeChecksum() {
+  float data[4] = {xMin(), xMax(), yMin(), yMax()};
+  size_t dataLengthInBytes = 4*sizeof(float);
+  assert((dataLengthInBytes & 0x3) == 0); // Assert that dataLengthInBytes is a multiple of 4
+  return Ion::crc32((uint32_t *)data, dataLengthInBytes>>2);
+}
+
 float CurveViewRange::yGridUnit() {
   return 0.0f;
 }
diff --git a/apps/curve_view_range.h b/apps/curve_view_range.h
index 69d13e8b7..83a330491 100644
--- a/apps/curve_view_range.h
+++ b/apps/curve_view_range.h
@@ -1,12 +1,16 @@
 #ifndef APPS_CURVE_VIEW_RANGE_H
 #define APPS_CURVE_VIEW_RANGE_H
 
+#include <stdint.h>
+
 class CurveViewRange {
 public:
   enum class Axis {
     X,
     Y
   };
+  virtual uint32_t rangeChecksum();
+
   virtual float xMin() = 0;
   virtual float xMax() = 0;
   virtual float yMin() = 0;
diff --git a/apps/graph/graph/goto_parameter_controller.cpp b/apps/graph/graph/goto_parameter_controller.cpp
index 87732df36..92f6a2f6d 100644
--- a/apps/graph/graph/goto_parameter_controller.cpp
+++ b/apps/graph/graph/goto_parameter_controller.cpp
@@ -28,7 +28,7 @@ void GoToParameterController::setParameterAtIndex(int parameterIndex, float f) {
   float y = m_function->evaluateAtAbscissa(f, graphApp->localContext());
   m_graphRange->centerAxisAround(CurveViewRange::Axis::X, f);
   m_graphRange->centerAxisAround(CurveViewRange::Axis::Y, y);
-  m_graphRange->moveCursorTo(f, y);
+  m_cursor->moveTo(f, y);
 }
 
 int GoToParameterController::numberOfRows() {
diff --git a/apps/graph/graph/graph_controller.cpp b/apps/graph/graph/graph_controller.cpp
index 0ac43b81d..44d28d469 100644
--- a/apps/graph/graph/graph_controller.cpp
+++ b/apps/graph/graph/graph_controller.cpp
@@ -119,7 +119,6 @@ void GraphController::reloadBannerView() {
     Float(y).convertFloatToText(buffer + legendLength, Float::bufferSizeForFloatsWithPrecision(Constant::LargeNumberOfSignificantDigits), Constant::LargeNumberOfSignificantDigits, Float::DisplayMode::Decimal);
     m_bannerView.setLegendAtIndex(buffer, 2);
   }
-  m_bannerView.layoutSubviews();
 }
 
 void GraphController::initRangeParameters() {
@@ -134,20 +133,23 @@ void GraphController::initCursorParameters() {
   Function * firstFunction = m_functionStore->activeFunctionAtIndex(0);
   App * graphApp = (Graph::App *)app();
   float y = firstFunction->evaluateAtAbscissa(x, graphApp->localContext());
-  m_graphRange.moveCursorTo(x, y);
+  m_cursor.moveTo(x, y);
+  m_graphRange.panToMakePointVisible(x, y, k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
 }
 
-int GraphController::moveCursorHorizontally(int direction) {
+bool GraphController::moveCursorHorizontally(int direction) {
   float xCursorPosition = m_cursor.x();
-  float x = direction > 0 ? xCursorPosition + m_graphRange.xGridUnit()/InteractiveCurveViewRange::k_numberOfCursorStepsInGradUnit :
-    xCursorPosition -  m_graphRange.xGridUnit()/InteractiveCurveViewRange::k_numberOfCursorStepsInGradUnit;
+  float x = direction > 0 ? xCursorPosition + m_graphRange.xGridUnit()/k_numberOfCursorStepsInGradUnit :
+    xCursorPosition -  m_graphRange.xGridUnit()/k_numberOfCursorStepsInGradUnit;
   Function * f = m_functionStore->activeFunctionAtIndex(m_indexFunctionSelectedByCursor);
   App * graphApp = (Graph::App *)app();
   float y = f->evaluateAtAbscissa(x, graphApp->localContext());
-  return m_graphRange.moveCursorTo(x, y);;
+  m_cursor.moveTo(x, y);
+  m_graphRange.panToMakePointVisible(x, y, k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+  return true;
 }
 
-int GraphController::moveCursorVertically(int direction) {
+bool GraphController::moveCursorVertically(int direction) {
   Function * actualFunction = m_functionStore->activeFunctionAtIndex(m_indexFunctionSelectedByCursor);
   App * graphApp = (Graph::App *)app();
   float y = actualFunction->evaluateAtAbscissa(m_cursor.x(), graphApp->localContext());
@@ -164,9 +166,11 @@ int GraphController::moveCursorVertically(int direction) {
     }
   }
   if (nextFunction == actualFunction) {
-    return -1;
+    return false;
   }
-  return m_graphRange.moveCursorTo(m_cursor.x(), nextY);
+  m_cursor.moveTo(m_cursor.x(), nextY);
+  m_graphRange.panToMakePointVisible(m_cursor.x(), m_cursor.y(), k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+  return true;
 }
 
 uint32_t GraphController::modelVersion() {
diff --git a/apps/graph/graph/graph_controller.h b/apps/graph/graph/graph_controller.h
index 7efd7d7c7..5613c10b0 100644
--- a/apps/graph/graph/graph_controller.h
+++ b/apps/graph/graph/graph_controller.h
@@ -21,16 +21,20 @@ public:
   const char * emptyMessage() override;
 
   bool didChangeRange(InteractiveCurveViewRange * interactiveCurveViewRange) override;
-
 private:
+  constexpr static float k_cursorTopMarginRatio = 0.025f;
+  constexpr static float k_cursorRightMarginRatio = 0.015f;
+  constexpr static float k_cursorBottomMarginRatio = 0.08f;
+  constexpr static float k_cursorLeftMarginRatio = 0.015f;
+
   constexpr static int k_maxNumberOfCharacters = 8;
   BannerView * bannerView() override;
   bool handleEnter() override;
   void reloadBannerView() override;
   void initRangeParameters() override;
   void initCursorParameters() override;
-  int moveCursorHorizontally(int direction) override;
-  int moveCursorVertically(int direction) override;
+  bool moveCursorHorizontally(int direction) override;
+  bool moveCursorVertically(int direction) override;
   uint32_t modelVersion() override;
   uint32_t rangeVersion() override;
   InteractiveCurveViewRange * interactiveCurveViewRange() override;
diff --git a/apps/graph/graph/graph_view.cpp b/apps/graph/graph/graph_view.cpp
index 1d8be6374..8d85f9d14 100644
--- a/apps/graph/graph/graph_view.cpp
+++ b/apps/graph/graph/graph_view.cpp
@@ -6,7 +6,7 @@
 namespace Graph {
 
 GraphView::GraphView(FunctionStore * functionStore, InteractiveCurveViewRange * graphRange, CurveViewCursor * cursor, ::BannerView * bannerView, View * cursorView) :
-  CurveView(graphRange, cursor, bannerView, cursorView, 0.0f, 0.0f, 0.1f, 0.0f),
+  CurveView(graphRange, cursor, bannerView, cursorView),
   m_functionStore(functionStore),
   m_context(nullptr)
 {
diff --git a/apps/graph/graph/initialisation_parameter_controller.cpp b/apps/graph/graph/initialisation_parameter_controller.cpp
index 395d8045d..acc689e0d 100644
--- a/apps/graph/graph/initialisation_parameter_controller.cpp
+++ b/apps/graph/graph/initialisation_parameter_controller.cpp
@@ -28,7 +28,7 @@ void InitialisationParameterController::didBecomeFirstResponder() {
 bool InitialisationParameterController::handleEvent(Ion::Events::Event event) {
   if (event == Ion::Events::OK) {
     RangeMethodPointer rangeMethods[k_totalNumberOfCells] = {&InteractiveCurveViewRange::setTrigonometric,
-      &InteractiveCurveViewRange::roundAbscissa, &InteractiveCurveViewRange::normalize, &InteractiveCurveViewRange::setDefault};
+    &InteractiveCurveViewRange::roundAbscissa, &InteractiveCurveViewRange::normalize, &InteractiveCurveViewRange::setDefault};
     (m_graphRange->*rangeMethods[m_selectableTableView.selectedRow()])();
     StackViewController * stack = (StackViewController *)parentResponder();
     stack->pop();
diff --git a/apps/interactive_curve_view_controller.cpp b/apps/interactive_curve_view_controller.cpp
index 8f3cbccbf..55c1a482f 100644
--- a/apps/interactive_curve_view_controller.cpp
+++ b/apps/interactive_curve_view_controller.cpp
@@ -40,7 +40,7 @@ bool InteractiveCurveViewController::handleEvent(Ion::Events::Event event) {
     if (event == Ion::Events::Down) {
       headerViewController()->setSelectedButton(-1);
       curveView()->selectMainView(true);
-      curveView()->reloadSelection();
+      curveView()->reload();
       reloadBannerView();
       return true;
     }
@@ -65,36 +65,25 @@ bool InteractiveCurveViewController::handleEvent(Ion::Events::Event event) {
   }
   if (event == Ion::Events::Left || event == Ion::Events::Right) {
     int direction = event == Ion::Events::Left ? -1 : 1;
-    curveView()->reloadSelection();
-    int didMoveCursor = moveCursorHorizontally(direction);
-    if (didMoveCursor == 0) {
-      curveView()->reloadSelection();
-    }
-    if (didMoveCursor == 1) {
+    if (moveCursorHorizontally(direction)) {
       curveView()->reload();
+      reloadBannerView();
+      return true;
     }
-    reloadBannerView();
-    return (didMoveCursor >= 0);
+    return false;
   }
   if (event == Ion::Events::Down || event == Ion::Events::Up) {
     int direction = event == Ion::Events::Down ? -1 : 1;
-    curveView()->reloadSelection();
-    int didMoveCursor = moveCursorVertically(direction);
-    if (didMoveCursor < 0) {
-      if (event == Ion::Events::Down) {
-        return false;
-      }
-      curveView()->selectMainView(false);
-      headerViewController()->setSelectedButton(0);
+    if (moveCursorVertically(direction)) {
+      curveView()->reload();
+      reloadBannerView();
       return true;
     }
-    if (didMoveCursor == 0) {
-      curveView()->reloadSelection();
+    if (event == Ion::Events::Down) {
+      return false;
     }
-    if (didMoveCursor == 1) {
-      curveView()->reload();
-    }
-    reloadBannerView();
+    curveView()->selectMainView(false);
+    headerViewController()->setSelectedButton(0);
     return true;
   }
   if (event == Ion::Events::OK) {
diff --git a/apps/interactive_curve_view_controller.h b/apps/interactive_curve_view_controller.h
index 676439119..f01db42bd 100644
--- a/apps/interactive_curve_view_controller.h
+++ b/apps/interactive_curve_view_controller.h
@@ -26,6 +26,7 @@ public:
 
   Responder * defaultController() override;
 protected:
+  constexpr static float k_numberOfCursorStepsInGradUnit = 5.0f;
   virtual BannerView * bannerView() = 0;
   virtual bool handleEnter() = 0;
   Responder * tabController() const;
@@ -34,11 +35,10 @@ protected:
   virtual void initRangeParameters() = 0;
   virtual void initCursorParameters() = 0;
   /* the result of moveCursorVertically/Horizontally means:
-   * -1 -> the cursor cannot move in this direction 
-   * 0 -> the cursor moved but the window has not changed
-   * 1-> the cursor moved and the window changed */
-  virtual int moveCursorHorizontally(int direction) = 0;
-  virtual int moveCursorVertically(int direction) = 0;
+   * false -> the cursor cannot move in this direction
+   * true -> the cursor moved */
+  virtual bool moveCursorHorizontally(int direction) = 0;
+  virtual bool moveCursorVertically(int direction) = 0;
   virtual uint32_t modelVersion() = 0;
   virtual uint32_t rangeVersion() = 0;
   virtual InteractiveCurveViewRange * interactiveCurveViewRange() = 0;
diff --git a/apps/interactive_curve_view_range.cpp b/apps/interactive_curve_view_range.cpp
index a11759eb4..8f84eef53 100644
--- a/apps/interactive_curve_view_range.cpp
+++ b/apps/interactive_curve_view_range.cpp
@@ -5,13 +5,8 @@
 #include <ion.h>
 
 InteractiveCurveViewRange::InteractiveCurveViewRange(CurveViewCursor * cursor, InteractiveCurveViewRangeDelegate * delegate) :
-  m_xMin(-10.0f),
-  m_xMax(10.0f),
-  m_yMin(-10.0f),
-  m_yMax(10.0f),
+  MemoizedCurveViewRange(),
   m_yAuto(true),
-  m_xGridUnit(2.0f),
-  m_yGridUnit(2.0f),
   m_cursor(cursor),
   m_delegate(delegate)
 {
@@ -28,70 +23,22 @@ uint32_t InteractiveCurveViewRange::rangeChecksum() {
   return Ion::crc32((uint32_t *)data, dataLengthInBytes>>2);
 }
 
-float InteractiveCurveViewRange::xMin() {
-  return m_xMin;
-}
-
-float InteractiveCurveViewRange::xMax() {
-  return m_xMax;
-}
-
-float InteractiveCurveViewRange::yMin() {
-  return m_yMin;
-}
-
-float InteractiveCurveViewRange::yMax() {
-  return m_yMax;
-}
-
 bool InteractiveCurveViewRange::yAuto() {
   return m_yAuto;
 }
 
-float InteractiveCurveViewRange::xGridUnit() {
-  return m_xGridUnit;
-}
-
-float InteractiveCurveViewRange::yGridUnit() {
-  return m_yGridUnit;
-}
-
 void InteractiveCurveViewRange::setXMin(float xMin) {
-  m_xMin = xMin;
-  if (m_xMin >= m_xMax) {
-    m_xMax = xMin + 1.0f;
-  }
+  MemoizedCurveViewRange::setXMin(xMin);
   if (m_delegate) {
     m_delegate->didChangeRange(this);
   }
-  m_xGridUnit = computeGridUnit(Axis::X, m_xMin, m_xMax);
 }
 
 void InteractiveCurveViewRange::setXMax(float xMax) {
-  m_xMax = xMax;
-  if (m_xMin >= m_xMax) {
-    m_xMin = xMax - 1.0f;
-  }
+  MemoizedCurveViewRange::setXMax(xMax);
   if (m_delegate) {
     m_delegate->didChangeRange(this);
   }
-  m_xGridUnit = computeGridUnit(Axis::X, m_xMin, m_xMax);
-}
-
-void InteractiveCurveViewRange::setYMin(float yMin) {
-  m_yMin = yMin;
-  if (m_yMin >= m_yMax) {
-    m_yMax = yMin + 1.0f;
-  }
-  m_yGridUnit = computeGridUnit(Axis::Y, m_yMin, m_yMax);
-}
-
-void InteractiveCurveViewRange::setYMax(float yMax) {
-  m_yMax = yMax;
-  if (m_yMin >= m_yMax) {
-    m_yMin = yMax - 1.0f;
-  }
-  m_yGridUnit = computeGridUnit(Axis::Y, m_yMin, m_yMax);
 }
 
 void InteractiveCurveViewRange::setYAuto(bool yAuto) {
@@ -183,48 +130,31 @@ void InteractiveCurveViewRange::centerAxisAround(Axis axis, float position) {
   }
 }
 
-bool InteractiveCurveViewRange::moveCursorTo(float x, float y) {
-  if (m_cursor) {
-    m_cursor->moveTo(x, y);
-    float xMargin = k_cursorMarginFactorToBorder * (m_xMax - m_xMin);
-    float yMargin = k_cursorMarginFactorToBorder * (m_yMax - m_yMin);
-    bool windowHasMoved = panToMakePointVisible(x, y, xMargin, yMargin);
-    return windowHasMoved;
-  }
-  return false;
-}
-
-bool InteractiveCurveViewRange::panToMakePointVisible(float x, float y, float xMargin, float yMargin) {
-  bool windowMoved = false;
+void InteractiveCurveViewRange::panToMakePointVisible(float x, float y, float topMarginRatio, float rightMarginRatio, float bottomMarginRation, float leftMarginRation) {
   float xRange = m_xMax - m_xMin;
   float yRange = m_yMax - m_yMin;
-  if (x < m_xMin + xMargin) {
-    m_xMin = x - xMargin;
+  if (x < m_xMin + leftMarginRation*xRange) {
+    m_xMin = x - leftMarginRation*xRange;
     m_xMax = m_xMin + xRange;
     m_xGridUnit = computeGridUnit(Axis::X, m_xMin, m_xMax);
     m_yAuto = false;
-    windowMoved = true;
   }
-  if (x > m_xMax - xMargin) {
-    m_xMax = x + xMargin;
+  if (x > m_xMax - rightMarginRatio*xRange) {
+    m_xMax = x + rightMarginRatio*xRange;
     m_xMin = m_xMax - xRange;
     m_xGridUnit = computeGridUnit(Axis::X, m_xMin, m_xMax);
     m_yAuto = false;
-    windowMoved = true;
   }
-  if (y < m_yMin + yMargin) {
-    m_yMin = y - yMargin;
+  if (y < m_yMin + bottomMarginRation*yRange) {
+    m_yMin = y - bottomMarginRation*yRange;
     m_yMax = m_yMin + yRange;
     m_yGridUnit = computeGridUnit(Axis::Y, m_yMin, m_yMax);
     m_yAuto = false;
-    windowMoved = true;
   }
-  if (y > m_yMax - yMargin) {
-    m_yMax = y + yMargin;
+  if (y > m_yMax - topMarginRatio*yRange) {
+    m_yMax = y + topMarginRatio*yRange;
     m_yMin = m_yMax - yRange;
     m_yGridUnit = computeGridUnit(Axis::Y, m_yMin, m_yMax);
     m_yAuto = false;
-    windowMoved = true;
   }
-  return windowMoved;
 }
diff --git a/apps/interactive_curve_view_range.h b/apps/interactive_curve_view_range.h
index 42072b3ad..3fd49b074 100644
--- a/apps/interactive_curve_view_range.h
+++ b/apps/interactive_curve_view_range.h
@@ -2,28 +2,20 @@
 #define APPS_INTERACTIVE_CURVE_VIEW_RANGE_H
 
 #include <stdint.h>
-#include "curve_view_range.h"
+#include "memoized_curve_view_range.h"
 #include "curve_view_cursor.h"
 #include "interactive_curve_view_range_delegate.h"
 
-class InteractiveCurveViewRange : public CurveViewRange {
+class InteractiveCurveViewRange : public MemoizedCurveViewRange {
 public:
   InteractiveCurveViewRange(CurveViewCursor * cursor, InteractiveCurveViewRangeDelegate * delegate);
   void setCursor(CurveViewCursor * cursor);
-  uint32_t rangeChecksum();
+  uint32_t rangeChecksum() override;
 
   //CurveViewWindow
-  float xMin() override;
-  float xMax() override;
-  float yMin() override;
-  float yMax() override;
   bool yAuto();
-  float xGridUnit() override;
-  float yGridUnit() override;
-  void setXMin(float f);
-  void setXMax(float f);
-  void setYMin(float f);
-  void setYMax(float f);
+  void setXMin(float f) override;
+  void setXMax(float f) override;
   void setYAuto(bool yAuto);
 
   // Window
@@ -34,23 +26,10 @@ public:
   void setTrigonometric();
   virtual void setDefault();
   void centerAxisAround(Axis axis, float position);
-
-  //Cursor
-  // moveCursorTo returns true if the window has moved
-  bool moveCursorTo(float x, float y);
-  constexpr static float k_numberOfCursorStepsInGradUnit = 5.0f;
+  void panToMakePointVisible(float x, float y, float topMarginRatio, float rightMarginRatio, float bottomMarginRation, float leftMarginRation);
 protected:
-  constexpr static float k_cursorMarginFactorToBorder = 0.025f;
-  // Window bounds of the data
-  float m_xMin;
-  float m_xMax;
-  float m_yMin;
-  float m_yMax;
   bool m_yAuto;
-  float m_xGridUnit;
-  float m_yGridUnit;
 private:
-  bool panToMakePointVisible(float x, float y, float xMargin, float yMargin);
   CurveViewCursor * m_cursor;
   InteractiveCurveViewRangeDelegate * m_delegate;
 };
diff --git a/apps/memoized_curve_view_range.cpp b/apps/memoized_curve_view_range.cpp
new file mode 100644
index 000000000..e201e59bd
--- /dev/null
+++ b/apps/memoized_curve_view_range.cpp
@@ -0,0 +1,70 @@
+#include "memoized_curve_view_range.h"
+#include <math.h>
+#include <assert.h>
+#include <ion.h>
+
+MemoizedCurveViewRange::MemoizedCurveViewRange() :
+  m_xMin(-10.0f),
+  m_xMax(10.0f),
+  m_yMin(-10.0f),
+  m_yMax(10.0f),
+  m_xGridUnit(2.0f),
+  m_yGridUnit(2.0f)
+{
+}
+
+float MemoizedCurveViewRange::xMin() {
+  return m_xMin;
+}
+
+float MemoizedCurveViewRange::xMax() {
+  return m_xMax;
+}
+
+float MemoizedCurveViewRange::yMin() {
+  return m_yMin;
+}
+
+float MemoizedCurveViewRange::yMax() {
+  return m_yMax;
+}
+
+float MemoizedCurveViewRange::xGridUnit() {
+  return m_xGridUnit;
+}
+
+float MemoizedCurveViewRange::yGridUnit() {
+  return m_yGridUnit;
+}
+
+void MemoizedCurveViewRange::setXMin(float xMin) {
+  m_xMin = xMin;
+  if (m_xMin >= m_xMax) {
+    m_xMax = xMin + 1.0f;
+  }
+  m_xGridUnit = computeGridUnit(Axis::X, m_xMin, m_xMax);
+}
+
+void MemoizedCurveViewRange::setXMax(float xMax) {
+  m_xMax = xMax;
+  if (m_xMin >= m_xMax) {
+    m_xMin = xMax - 1.0f;
+  }
+  m_xGridUnit = computeGridUnit(Axis::X, m_xMin, m_xMax);
+}
+
+void MemoizedCurveViewRange::setYMin(float yMin) {
+  m_yMin = yMin;
+  if (m_yMin >= m_yMax) {
+    m_yMax = yMin + 1.0f;
+  }
+  m_yGridUnit = computeGridUnit(Axis::Y, m_yMin, m_yMax);
+}
+
+void MemoizedCurveViewRange::setYMax(float yMax) {
+  m_yMax = yMax;
+  if (m_yMin >= m_yMax) {
+    m_yMin = yMax - 1.0f;
+  }
+  m_yGridUnit = computeGridUnit(Axis::Y, m_yMin, m_yMax);
+}
diff --git a/apps/memoized_curve_view_range.h b/apps/memoized_curve_view_range.h
new file mode 100644
index 000000000..fff68b2fd
--- /dev/null
+++ b/apps/memoized_curve_view_range.h
@@ -0,0 +1,32 @@
+#ifndef APPS_MEMOIZED_CURVE_VIEW_RANGE_H
+#define APPS_MEMOIZED_CURVE_VIEW_RANGE_H
+
+#include "curve_view_range.h"
+
+
+class MemoizedCurveViewRange : public CurveViewRange {
+public:
+  MemoizedCurveViewRange();
+  //CurveViewWindow
+  float xMin() override;
+  float xMax() override;
+  float yMin() override;
+  float yMax() override;
+  float xGridUnit() override;
+  float yGridUnit() override;
+  virtual void setXMin(float f);
+  virtual void setXMax(float f);
+  void setYMin(float f);
+  void setYMax(float f);
+
+protected:
+  // Window bounds of the data
+  float m_xMin;
+  float m_xMax;
+  float m_yMin;
+  float m_yMax;
+  float m_xGridUnit;
+  float m_yGridUnit;
+};
+
+#endif
diff --git a/apps/probability/law/binomial_law.cpp b/apps/probability/law/binomial_law.cpp
index 26388de0a..54aefae5d 100644
--- a/apps/probability/law/binomial_law.cpp
+++ b/apps/probability/law/binomial_law.cpp
@@ -40,28 +40,31 @@ const char * BinomialLaw::parameterDefinitionAtIndex(int index) {
 }
 
 float BinomialLaw::xMin() {
-  return floorf(m_parameter1*m_parameter2-5.0f*sqrtf(m_parameter1*m_parameter2*(1-m_parameter2)));
+  float min = floorf(m_parameter1*m_parameter2-5.0f*sqrtf(m_parameter1*m_parameter2*(1-m_parameter2)));
+  float max = xMax();
+  return min - k_displayLeftMarginRatio * (max - min);
 }
 
 float BinomialLaw::xMax() {
-  float result = ceilf(m_parameter1*m_parameter2+5.0f*sqrtf(m_parameter1*m_parameter2*(1-m_parameter2)));
-  if (result <= xMin()) {
-    result = xMin() + 1.0f;
+  float min = floorf(m_parameter1*m_parameter2-5.0f*sqrtf(m_parameter1*m_parameter2*(1-m_parameter2)));
+  float max = ceilf(m_parameter1*m_parameter2+5.0f*sqrtf(m_parameter1*m_parameter2*(1-m_parameter2)));
+  if (max <= min) {
+    max = min + 1.0f;
   }
-  return result;
+  return max + k_displayRightMarginRatio*(max - min);
 }
 
 float BinomialLaw::yMin() {
-  return 0.0f;
+  return -k_displayBottomMarginRatio*yMax();
 }
 
 float BinomialLaw::yMax() {
   int maxAbscissa = m_parameter2 < 1.0f ? (m_parameter1+1)*m_parameter2 : m_parameter1;
   float result = evaluateAtAbscissa(maxAbscissa);
-  if (result <= yMin() || isnan(result)) {
-    result = yMin() + 1.0f;
+  if (result <= 0.0f || isnan(result)) {
+    result = 1.0f;
   }
-  return result;
+  return result*(1.0f+ k_displayTopMarginRatio);
 }
 
 float BinomialLaw::evaluateAtAbscissa(float x) const {
diff --git a/apps/probability/law/exponential_law.cpp b/apps/probability/law/exponential_law.cpp
index f9eb19096..1b79a8e0e 100644
--- a/apps/probability/law/exponential_law.cpp
+++ b/apps/probability/law/exponential_law.cpp
@@ -33,28 +33,32 @@ const char * ExponentialLaw::parameterDefinitionAtIndex(int index) {
 }
 
 float ExponentialLaw::xMin() {
-  return 0.0f;
+  float max = xMax();
+  return - k_displayLeftMarginRatio * max;
 }
 
 float ExponentialLaw::xMax() {
   assert(m_parameter1 != 0.0f);
   float result = 5.0f/m_parameter1;
-  if (result <= xMin()) {
-    result = xMin() + 1.0f;
+  if (result <= 0.0f) {
+    result = 1.0f;
   }
-  return result;
+  return result*(1.0f+ k_displayRightMarginRatio);
 }
 
 float ExponentialLaw::yMin() {
-  return 0.0f;
+  return -k_displayBottomMarginRatio*yMax();
 }
 
 float ExponentialLaw::yMax() {
   float result = m_parameter1;
-  if (result <= yMin()) {
-    result = yMin() + 1.0f;
+  if (result <= 0.0f || isnan(result)) {
+    result = 1.0f;
   }
-  return result;
+  if (result <= 0.0f) {
+    result = 1.0f;
+  }
+  return result*(1.0f+ k_displayTopMarginRatio);
 }
 
 float ExponentialLaw::evaluateAtAbscissa(float x) const {
diff --git a/apps/probability/law/law.h b/apps/probability/law/law.h
index 3449537c3..b1efbd4e1 100644
--- a/apps/probability/law/law.h
+++ b/apps/probability/law/law.h
@@ -34,6 +34,10 @@ public:
   virtual float rightIntegralInverseForProbability(float * probability);
 protected:
   constexpr static int k_maxNumberOfOperations = 1000000;
+  constexpr static float k_displayTopMarginRatio = 0.05f;
+  constexpr static float k_displayBottomMarginRatio = 0.2f;
+  constexpr static float k_displayLeftMarginRatio = 0.05f;
+  constexpr static float k_displayRightMarginRatio = 0.05f;
 };
 
 }
diff --git a/apps/probability/law/normal_law.cpp b/apps/probability/law/normal_law.cpp
index 554ab8cc5..4597ce710 100644
--- a/apps/probability/law/normal_law.cpp
+++ b/apps/probability/law/normal_law.cpp
@@ -55,16 +55,16 @@ float NormalLaw::xMax() {
 }
 
 float NormalLaw::yMin() {
-  return 0.0f;
+  return -k_displayBottomMarginRatio*yMax();
 }
 
 float NormalLaw::yMax() {
   float maxAbscissa = m_parameter1;
   float result = evaluateAtAbscissa(maxAbscissa);
-  if (isnan(result) || result == yMin()) {
-    result = yMin() + 1.0f;
+  if (isnan(result) || result <= 0.0f) {
+    result = 1.0f;
   }
-  return result;
+  return result*(1.0f+ k_displayTopMarginRatio);
 }
 
 float NormalLaw::evaluateAtAbscissa(float x) const {
diff --git a/apps/probability/law/poisson_law.cpp b/apps/probability/law/poisson_law.cpp
index fa611a1b9..6bd772702 100644
--- a/apps/probability/law/poisson_law.cpp
+++ b/apps/probability/law/poisson_law.cpp
@@ -32,26 +32,26 @@ const char * PoissonLaw::parameterDefinitionAtIndex(int index) {
 }
 
 float PoissonLaw::xMin() {
-  return 0.0f;
+  return -k_displayLeftMarginRatio*xMax();
 }
 
 float PoissonLaw::xMax() {
   assert(m_parameter1 != 0);
-  return m_parameter1 + 5.0f*sqrtf(m_parameter1);
+  return (m_parameter1 + 5.0f*sqrtf(m_parameter1))*(1.0f+k_displayRightMarginRatio);
 }
 
 float PoissonLaw::yMin() {
-  return 0.0f;
+  return - k_displayBottomMarginRatio * yMax();
 }
 
 float PoissonLaw::yMax() {
   int maxAbscissa = (int)m_parameter1;
   assert(maxAbscissa >= 0.0f);
   float result = evaluateAtAbscissa(maxAbscissa);
-  if (result <= yMin()) {
-    result = yMin() + 1.0f;
+  if (result <= 0.0f) {
+    result = 1.0f;
   }
-  return result;
+  return result*(1.0f+ k_displayTopMarginRatio);
 }
 
 float PoissonLaw::evaluateAtAbscissa(float x) const {
diff --git a/apps/probability/law/uniform_law.cpp b/apps/probability/law/uniform_law.cpp
index 88b6a2e09..e678e581e 100644
--- a/apps/probability/law/uniform_law.cpp
+++ b/apps/probability/law/uniform_law.cpp
@@ -54,15 +54,15 @@ float UniformLaw::xMax() {
 }
 
 float UniformLaw::yMin() {
-  return 0.0f;
+  return -k_displayBottomMarginRatio*yMax();
 }
 
 float UniformLaw::yMax() {
   float result = m_parameter1 == m_parameter2 ? k_diracMaximum : 1.0f/(m_parameter2-m_parameter1);
-  if (result <= yMin()) {
-    result = yMin() + 1.0f;
+  if (result <= 0.0f) {
+    result = 1.0f;
   }
-  return result;
+  return result*(1.0f+ k_displayTopMarginRatio);
 }
 
 float UniformLaw::evaluateAtAbscissa(float t) const {
diff --git a/apps/probability/law_curve_view.cpp b/apps/probability/law_curve_view.cpp
index 618efe00a..bf199e452 100644
--- a/apps/probability/law_curve_view.cpp
+++ b/apps/probability/law_curve_view.cpp
@@ -5,7 +5,7 @@
 namespace Probability {
 
 LawCurveView::LawCurveView() :
-  CurveView(nullptr, nullptr, nullptr, nullptr, 0.2f, 0.1f, 0.2f, 0.1f),
+  CurveView(nullptr, nullptr, nullptr, nullptr),
   m_law(nullptr),
   m_calculation(nullptr)
 {
diff --git a/apps/regression/go_to_parameter_controller.cpp b/apps/regression/go_to_parameter_controller.cpp
index f606fa70c..a4b367d75 100644
--- a/apps/regression/go_to_parameter_controller.cpp
+++ b/apps/regression/go_to_parameter_controller.cpp
@@ -37,12 +37,12 @@ void GoToParameterController::setParameterAtIndex(int parameterIndex, float f) {
     float y = m_store->yValueForXValue(f);
     m_store->centerAxisAround(CurveViewRange::Axis::X, f);
     m_store->centerAxisAround(CurveViewRange::Axis::Y, y);
-    m_store->moveCursorTo(f, y);
+    m_cursor->moveTo(f, y);
   } else {
     float x = m_store->xValueForYValue(f);
     m_store->centerAxisAround(CurveViewRange::Axis::X, x);
     m_store->centerAxisAround(CurveViewRange::Axis::Y, f);
-    m_store->moveCursorTo(x, f);
+    m_cursor->moveTo(x, f);
   }
 }
 
diff --git a/apps/regression/graph_controller.cpp b/apps/regression/graph_controller.cpp
index d18a3f4d2..646921774 100644
--- a/apps/regression/graph_controller.cpp
+++ b/apps/regression/graph_controller.cpp
@@ -91,8 +91,6 @@ void GraphController::reloadBannerView() {
   strlcpy(buffer, legend, legendLength+1);
   Float(y).convertFloatToText(buffer+legendLength, Float::bufferSizeForFloatsWithPrecision(Constant::LargeNumberOfSignificantDigits), Constant::LargeNumberOfSignificantDigits);
   m_bannerView.setLegendAtIndex(buffer, 4);
-
-  m_bannerView.layoutSubviews();
 }
 
 void GraphController::initRangeParameters() {
@@ -102,50 +100,62 @@ void GraphController::initRangeParameters() {
 void GraphController::initCursorParameters() {
   float x = (m_store->xMin() + m_store->xMax())/2.0f;
   float y = m_store->yValueForXValue(x);
-  m_store->moveCursorTo(x, y);
+  m_cursor.moveTo(x, y);
+  m_store->panToMakePointVisible(x, y, k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
   m_selectedDotIndex = -1;
 }
 
-int GraphController::moveCursorHorizontally(int direction) {
+bool GraphController::moveCursorHorizontally(int direction) {
   if (m_selectedDotIndex >= 0) {
     int dotSelected = m_store->nextDot(direction, m_selectedDotIndex);
     if (dotSelected >= 0 && dotSelected < m_store->numberOfPairs()) {
       m_selectedDotIndex = dotSelected;
-      return m_store->moveCursorTo(m_store->get(0, m_selectedDotIndex), m_store->get(1, m_selectedDotIndex));
+      m_cursor.moveTo(m_store->get(0, m_selectedDotIndex), m_store->get(1, m_selectedDotIndex));
+      m_store->panToMakePointVisible(m_cursor.x(), m_cursor.y(), k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+      return true;
     }
     if (dotSelected == m_store->numberOfPairs()) {
       m_selectedDotIndex = dotSelected;
-      return m_store->moveCursorTo(m_store->meanOfColumn(0), m_store->meanOfColumn(1));
+      m_cursor.moveTo(m_store->meanOfColumn(0), m_store->meanOfColumn(1));
+      m_store->panToMakePointVisible(m_cursor.x(), m_cursor.y(), k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+      return true;
     }
-    return -1;
-  } else {
-    float x = direction > 0 ? m_cursor.x() + m_store->xGridUnit()/InteractiveCurveViewRange::k_numberOfCursorStepsInGradUnit :
-      m_cursor.x() - m_store->xGridUnit()/InteractiveCurveViewRange::k_numberOfCursorStepsInGradUnit;
-    float y = m_store->yValueForXValue(x);
-    return m_store->moveCursorTo(x, y);
+    return false;
   }
+  float x = direction > 0 ? m_cursor.x() + m_store->xGridUnit()/k_numberOfCursorStepsInGradUnit :
+  m_cursor.x() - m_store->xGridUnit()/k_numberOfCursorStepsInGradUnit;
+  float y = m_store->yValueForXValue(x);
+  m_cursor.moveTo(x, y);
+  m_store->panToMakePointVisible(x, y, k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+  return true;
 }
 
-int GraphController::moveCursorVertically(int direction) {
+bool GraphController::moveCursorVertically(int direction) {
   float yRegressionCurve = m_store->yValueForXValue(m_cursor.x());
   if (m_selectedDotIndex >= 0) {
     if ((yRegressionCurve - m_cursor.y() > 0) == (direction > 0)) {
       m_selectedDotIndex = -1;
-      return m_store->moveCursorTo(m_cursor.x(), yRegressionCurve);
+      m_cursor.moveTo(m_cursor.x(), yRegressionCurve);
+      m_store->panToMakePointVisible(m_cursor.x(), m_cursor.y(), k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+      return true;
     } else {
-      return -1;
+      return false;
     }
   } else {
     int dotSelected = m_store->closestVerticalDot(direction, m_cursor.x());
     if (dotSelected >= 0 && dotSelected < m_store->numberOfPairs()) {
       m_selectedDotIndex = dotSelected;
-      return m_store->moveCursorTo(m_store->get(0, m_selectedDotIndex), m_store->get(1, m_selectedDotIndex));
+      m_cursor.moveTo(m_store->get(0, m_selectedDotIndex), m_store->get(1, m_selectedDotIndex));
+      m_store->panToMakePointVisible(m_cursor.x(), m_cursor.y(), k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+      return true;
     }
     if (dotSelected == m_store->numberOfPairs()) {
       m_selectedDotIndex = dotSelected;
-      return m_store->moveCursorTo(m_store->meanOfColumn(0), m_store->meanOfColumn(1));
+      m_cursor.moveTo(m_store->meanOfColumn(0), m_store->meanOfColumn(1));
+      m_store->panToMakePointVisible(m_cursor.x(), m_cursor.y(), k_cursorTopMarginRatio, k_cursorRightMarginRatio, k_cursorBottomMarginRatio, k_cursorLeftMarginRatio);
+      return true;
     }
-    return -1;
+    return false;
   }
 }
 
diff --git a/apps/regression/graph_controller.h b/apps/regression/graph_controller.h
index 6b6594af0..5d41c62ae 100644
--- a/apps/regression/graph_controller.h
+++ b/apps/regression/graph_controller.h
@@ -19,6 +19,11 @@ public:
   bool isEmpty() override;
   const char * emptyMessage() override;
 private:
+  constexpr static float k_cursorTopMarginRatio = 0.025f;
+  constexpr static float k_cursorRightMarginRatio = 0.015f;
+  constexpr static float k_cursorBottomMarginRatio = 0.16f;
+  constexpr static float k_cursorLeftMarginRatio = 0.015f;
+
   constexpr static int k_maxNumberOfCharacters = 8;
   BannerView * bannerView() override;
   CurveView * curveView() override;
@@ -27,8 +32,8 @@ private:
   void reloadBannerView() override;
   void initRangeParameters() override;
   void initCursorParameters() override;
-  int moveCursorHorizontally(int direction) override;
-  int moveCursorVertically(int direction) override;
+  bool moveCursorHorizontally(int direction) override;
+  bool moveCursorVertically(int direction) override;
   uint32_t modelVersion() override;
   uint32_t rangeVersion() override;
   BannerView m_bannerView;
diff --git a/apps/regression/graph_view.cpp b/apps/regression/graph_view.cpp
index 970708ae2..e4c18d764 100644
--- a/apps/regression/graph_view.cpp
+++ b/apps/regression/graph_view.cpp
@@ -5,7 +5,7 @@
 namespace Regression {
 
 GraphView::GraphView(Store * store, CurveViewCursor * cursor, ::BannerView * bannerView, View * cursorView) :
-  CurveView(store, cursor, bannerView, cursorView, 0.05f, 0.05f, 0.25f, 0.05f),
+  CurveView(store, cursor, bannerView, cursorView),
   m_store(store)
 {
 }
diff --git a/apps/regression/initialisation_parameter_controller.cpp b/apps/regression/initialisation_parameter_controller.cpp
index dc5a3d9a9..5ca63d714 100644
--- a/apps/regression/initialisation_parameter_controller.cpp
+++ b/apps/regression/initialisation_parameter_controller.cpp
@@ -27,7 +27,8 @@ void InitialisationParameterController::didBecomeFirstResponder() {
 
 bool InitialisationParameterController::handleEvent(Ion::Events::Event event) {
   if (event == Ion::Events::OK) {
-    RangeMethodPointer rangeMethods[k_totalNumberOfCells] = {&InteractiveCurveViewRange::roundAbscissa, &InteractiveCurveViewRange::normalize, &InteractiveCurveViewRange::setDefault};
+    RangeMethodPointer rangeMethods[k_totalNumberOfCells] = {&InteractiveCurveViewRange::roundAbscissa,
+      &InteractiveCurveViewRange::normalize, &InteractiveCurveViewRange::setDefault};
     (m_store->*rangeMethods[m_selectableTableView.selectedRow()])();
     StackViewController * stack = (StackViewController *)parentResponder();
     stack->pop();
diff --git a/apps/regression/store.cpp b/apps/regression/store.cpp
index 39c159f0b..7f0220b99 100644
--- a/apps/regression/store.cpp
+++ b/apps/regression/store.cpp
@@ -140,10 +140,16 @@ int Store::nextDot(int direction, int dot) {
 /* Window */
 
 void Store::setDefault() {
-  m_xMin = minValueOfColumn(0);
-  m_xMax = maxValueOfColumn(0);
-  m_yMin = minValueOfColumn(1);
-  m_yMax = maxValueOfColumn(1);
+  float min = minValueOfColumn(0);
+  float max = maxValueOfColumn(0);
+  float range = max - min;
+  m_xMin = min - k_displayLeftMarginRatio*range;
+  m_xMax = max + k_displayRightMarginRatio*range;
+  min = minValueOfColumn(1);
+  max = maxValueOfColumn(1);
+  range = max - min;
+  m_yMin = min - k_displayBottomMarginRatio*range;
+  m_yMax = max + k_displayTopMarginRatio*range;
   if (m_xMin == m_xMax) {;
     m_xMin = m_xMin - 1.0f;
     m_xMax = m_xMax + 1.0f;
diff --git a/apps/regression/store.h b/apps/regression/store.h
index b663e7c0b..699152551 100644
--- a/apps/regression/store.h
+++ b/apps/regression/store.h
@@ -37,6 +37,10 @@ public:
   float correlationCoefficient();
   float squaredCorrelationCoefficient();
 private:
+  constexpr static float k_displayTopMarginRatio = 0.03f;
+  constexpr static float k_displayRightMarginRatio = 0.02f;
+  constexpr static float k_displayBottomMarginRatio = 0.2f;
+  constexpr static float k_displayLeftMarginRatio = 0.02f;
   float maxValueOfColumn(int i);
   float minValueOfColumn(int i);
 };
diff --git a/apps/statistics/box_controller.cpp b/apps/statistics/box_controller.cpp
index 19eabdbf2..789d6797f 100644
--- a/apps/statistics/box_controller.cpp
+++ b/apps/statistics/box_controller.cpp
@@ -69,7 +69,6 @@ void BoxController::reloadBannerView() {
   float calculation = (m_store->*calculationMethods[(int)m_view.selectedQuantile()])();
   Float(calculation).convertFloatToText(buffer, Float::bufferSizeForFloatsWithPrecision(Constant::LargeNumberOfSignificantDigits), Constant::LargeNumberOfSignificantDigits);
   m_boxBannerView.setLegendAtIndex(buffer, 1);
-  m_boxBannerView.layoutSubviews();
 }
 
 }
diff --git a/apps/statistics/box_range.cpp b/apps/statistics/box_range.cpp
index f0f9e33cf..be087e243 100644
--- a/apps/statistics/box_range.cpp
+++ b/apps/statistics/box_range.cpp
@@ -8,22 +8,25 @@ BoxRange::BoxRange(Store * store) :
 }
 
 float BoxRange::xMin() {
-  return m_store->minValue();
+  float min = m_store->minValue();
+  float max = m_store->maxValue();
+  max = min >= max ? min + 1 : max;
+  return min - k_displayLeftMarginRatio*(max-min);
 }
 
 float BoxRange::xMax() {
-  if (m_store->minValue() >= m_store->maxValue()) {
-    return m_store->minValue() + 1.0f;
-  }
-  return m_store->maxValue();
+  float min = m_store->minValue();
+  float max = m_store->maxValue();
+  max = min >= max ? min + 1 : max;
+  return max + k_displayRightMarginRatio*(max - min);
 }
 
 float BoxRange::yMin() {
-  return 0.0f;
+  return -k_displayBottomMarginRatio;
 }
 
 float BoxRange::yMax() {
-  return 1.0f;
+  return 1.0f+k_displayTopMarginRatio;
 }
 
 float BoxRange::xGridUnit() {
diff --git a/apps/statistics/box_range.h b/apps/statistics/box_range.h
index 118572d73..a85da2b3e 100644
--- a/apps/statistics/box_range.h
+++ b/apps/statistics/box_range.h
@@ -15,6 +15,10 @@ public:
   float yMax() override;
   float xGridUnit() override;
 private:
+  constexpr static float k_displayTopMarginRatio = 0.0f;
+  constexpr static float k_displayRightMarginRatio = 0.2f;
+  constexpr static float k_displayBottomMarginRatio = 0.4f;
+  constexpr static float k_displayLeftMarginRatio = 0.2f;
   Store * m_store;
 };
 
diff --git a/apps/statistics/box_view.cpp b/apps/statistics/box_view.cpp
index 96ee62007..7b50a8d78 100644
--- a/apps/statistics/box_view.cpp
+++ b/apps/statistics/box_view.cpp
@@ -5,14 +5,15 @@
 namespace Statistics {
 
 BoxView::BoxView(Store * store, ::BannerView * bannerView) :
-  CurveView(&m_boxRange, nullptr, bannerView, nullptr, 0.0f, 0.2f, 0.4f, 0.2f),
+  CurveView(&m_boxRange, nullptr, bannerView, nullptr),
   m_store(store),
   m_boxRange(BoxRange(store)),
   m_selectedQuantile(Quantile::Min)
 {
 }
 
-void BoxView::reloadSelection() {
+void BoxView::reload() {
+  CurveView::reload();
   CalculPointer calculationMethods[5] = {&Store::minValue, &Store::firstQuartile, &Store::median, &Store::thirdQuartile,
     &Store::maxValue};
   float calculation = (m_store->*calculationMethods[(int)m_selectedQuantile])();
@@ -32,9 +33,9 @@ bool BoxView::selectQuantile(int selectedQuantile) {
     return false;
   }
   if ((int)m_selectedQuantile != selectedQuantile) {
-    reloadSelection();
+    reload();
     m_selectedQuantile = (Quantile)selectedQuantile;
-    reloadSelection();
+    reload();
   }
   return true;
 }
diff --git a/apps/statistics/box_view.h b/apps/statistics/box_view.h
index 431aeb82f..42208ebc8 100644
--- a/apps/statistics/box_view.h
+++ b/apps/statistics/box_view.h
@@ -20,7 +20,7 @@ public:
     Max = 4
   };
   BoxView(Store * store, ::BannerView * bannerView);
-  void reloadSelection() override;
+  void reload() override;
   Quantile selectedQuantile();
   bool selectQuantile(int selectedQuantile);
   void drawRect(KDContext * ctx, KDRect rect) const override;
diff --git a/apps/statistics/histogram_controller.cpp b/apps/statistics/histogram_controller.cpp
index 7b5e26d30..b9bbf60d3 100644
--- a/apps/statistics/histogram_controller.cpp
+++ b/apps/statistics/histogram_controller.cpp
@@ -43,7 +43,7 @@ bool HistogramController::handleEvent(Ion::Events::Event event) {
     if (!m_view.isMainViewSelected()) {
       headerViewController()->setSelectedButton(-1);
       m_view.selectMainView(true);
-      m_view.reloadSelection();
+      m_view.reload();
       reloadBannerView();
       return true;
     }
@@ -146,7 +146,6 @@ void HistogramController::reloadBannerView() {
   float frequency = size/m_store->sumOfColumn(1);
   Float(frequency).convertFloatToText(buffer+legendLength, Float::bufferSizeForFloatsWithPrecision(Constant::LargeNumberOfSignificantDigits), Constant::LargeNumberOfSignificantDigits);
   m_bannerView.setLegendAtIndex(buffer, 2);
-  m_bannerView.layoutSubviews();
 }
 
 bool HistogramController::moveSelection(int deltaIndex) {
@@ -182,9 +181,8 @@ void HistogramController::initRangeParameters() {
   if (xMin >= xMax) {
     xMax = xMin + 10.0f*barWidth;
   }
-  m_store->setXMin(xMin);
-  m_store->setXMax(xMax);
-  m_store->setYMin(0.0f);
+  m_store->setXMin(xMin - Store::k_displayLeftMarginRatio*(xMax-xMin));
+  m_store->setXMax(xMax + Store::k_displayRightMarginRatio*(xMax-xMin));
   float yMax = -FLT_MAX;
   for (int index = 0; index < m_store->numberOfBars(); index++) {
     float size = m_store->heightOfBarAtIndex(index);
@@ -193,7 +191,8 @@ void HistogramController::initRangeParameters() {
     }
   }
   yMax = yMax/m_store->sumOfColumn(1);
-  m_store->setYMax(yMax);
+  m_store->setYMin(-Store::k_displayBottomMarginRatio*yMax);
+  m_store->setYMax(yMax*(1.0f+Store::k_displayTopMarginRatio));
 }
 
 void HistogramController::initBarParameters() {
diff --git a/apps/statistics/histogram_view.cpp b/apps/statistics/histogram_view.cpp
index f5b78cd6e..68d1069b2 100644
--- a/apps/statistics/histogram_view.cpp
+++ b/apps/statistics/histogram_view.cpp
@@ -5,14 +5,15 @@
 namespace Statistics {
 
 HistogramView::HistogramView(Store * store, ::BannerView * bannerView) :
-  CurveView(store, nullptr, bannerView, nullptr, 0.2f, 0.05f, 0.4f, 0.05f),
+  CurveView(store, nullptr, bannerView, nullptr),
   m_store(store),
   m_highlightedBarStart(NAN),
   m_highlightedBarEnd(NAN)
 {
 }
 
-void HistogramView::reloadSelection() {
+void HistogramView::reload() {
+  CurveView::reload();
   float pixelLowerBound = floatToPixel(Axis::Horizontal, m_highlightedBarStart)-2;
   float pixelUpperBound = floatToPixel(Axis::Horizontal, m_highlightedBarEnd)+2;
   KDRect dirtyZone(KDRect(pixelLowerBound, 0, pixelUpperBound-pixelLowerBound,
@@ -34,10 +35,10 @@ void HistogramView::drawRect(KDContext * ctx, KDRect rect) const {
 
 void HistogramView::setHighlight(float start, float end) {
   if (m_highlightedBarStart != start || m_highlightedBarEnd != end) {
-    reloadSelection();
+    reload();
     m_highlightedBarStart = start;
     m_highlightedBarEnd = end;
-    reloadSelection();
+    reload();
   }
 }
 
diff --git a/apps/statistics/histogram_view.h b/apps/statistics/histogram_view.h
index e6aedca20..0046e36e9 100644
--- a/apps/statistics/histogram_view.h
+++ b/apps/statistics/histogram_view.h
@@ -11,7 +11,7 @@ namespace Statistics {
 class HistogramView : public CurveView {
 public:
   HistogramView(Store * store, ::BannerView * bannerView);
-  void reloadSelection() override;
+  void reload() override;
   void drawRect(KDContext * ctx, KDRect rect) const override;
   void setHighlight(float start, float end);
 private:
diff --git a/apps/statistics/store.cpp b/apps/statistics/store.cpp
index 1ffe6d5cf..fab30ffb9 100644
--- a/apps/statistics/store.cpp
+++ b/apps/statistics/store.cpp
@@ -8,7 +8,7 @@
 namespace Statistics {
 
 Store::Store() :
-  InteractiveCurveViewRange(nullptr, nullptr),
+  MemoizedCurveViewRange(),
   FloatPairStore(),
   m_barWidth(1.0f),
   m_firstDrawnBarAbscissa(0.0f)
@@ -72,14 +72,14 @@ int Store::numberOfBars() {
 bool Store::scrollToSelectedBarIndex(int index) {
   float startSelectedBar = startOfBarAtIndex(index);
   float range = m_xMax - m_xMin;
-  if (m_xMin > startSelectedBar) {
-    m_xMin = startSelectedBar;
+  if (m_xMin + k_displayLeftMarginRatio*range > startSelectedBar) {
+    m_xMin = startSelectedBar - k_displayLeftMarginRatio*range;
     m_xMax = m_xMin + range;
     return true;
   }
   float endSelectedBar = endOfBarAtIndex(index);
-  if (endSelectedBar > m_xMax) {
-    m_xMax = endSelectedBar;
+  if (endSelectedBar > m_xMax - k_displayRightMarginRatio*range) {
+    m_xMax = endSelectedBar + k_displayRightMarginRatio*range;
     m_xMin = m_xMax - range;
     return true;
   }
diff --git a/apps/statistics/store.h b/apps/statistics/store.h
index 28e851f3a..aacb8c3d2 100644
--- a/apps/statistics/store.h
+++ b/apps/statistics/store.h
@@ -1,12 +1,12 @@
 #ifndef STATISTICS_STORE_H
 #define STATISTICS_STORE_H
 
-#include "../interactive_curve_view_range.h"
+#include "../memoized_curve_view_range.h"
 #include "../float_pair_store.h"
 
 namespace Statistics {
 
-class Store : public InteractiveCurveViewRange, public FloatPairStore {
+class Store : public MemoizedCurveViewRange, public FloatPairStore {
 public:
   Store();
   uint32_t barChecksum();
@@ -37,6 +37,10 @@ public:
   float median();
   float sum();
   float squaredValueSum();
+  constexpr static float k_displayTopMarginRatio = 0.03f;
+  constexpr static float k_displayRightMarginRatio = 0.02f;
+  constexpr static float k_displayBottomMarginRatio = 0.3f;
+  constexpr static float k_displayLeftMarginRatio = 0.02f;
 private:
   float defaultValue(int i) override;
   float sumOfValuesBetween(float x1, float x2);
diff --git a/poincare/Makefile b/poincare/Makefile
index 5b6fe17ad..759e538ad 100644
--- a/poincare/Makefile
+++ b/poincare/Makefile
@@ -29,6 +29,7 @@ objs += $(addprefix poincare/src/,\
   opposite.o\
   parenthesis.o\
   power.o\
+  product.o\
   sine.o\
   subtraction.o\
   sum.o\
@@ -46,9 +47,11 @@ objs += $(addprefix poincare/src/layout/,\
   matrix_layout.o\
   nth_root_layout.o\
   parenthesis_layout.o\
+  product_layout.o\
   string_layout.o\
   sum_layout.o\
   subscript_layout.o\
+  symbol_layout.o\
 )
 
 tests += $(addprefix poincare/test/,\
diff --git a/poincare/include/poincare.h b/poincare/include/poincare.h
index 9c97b3c16..5ee726d56 100644
--- a/poincare/include/poincare.h
+++ b/poincare/include/poincare.h
@@ -24,6 +24,7 @@
 #include <poincare/opposite.h>
 #include <poincare/parenthesis.h>
 #include <poincare/power.h>
+#include <poincare/product.h>
 #include <poincare/sine.h>
 #include <poincare/subtraction.h>
 #include <poincare/sum.h>
diff --git a/poincare/include/poincare/expression.h b/poincare/include/poincare/expression.h
index 75bff507c..190400e78 100644
--- a/poincare/include/poincare/expression.h
+++ b/poincare/include/poincare/expression.h
@@ -25,6 +25,7 @@ class Expression {
       Fraction,
       Parenthesis,
       Power,
+      Product,
       Sine,
       Sum,
       Subtraction,
diff --git a/poincare/include/poincare/product.h b/poincare/include/poincare/product.h
new file mode 100644
index 000000000..4fc8fb1f2
--- /dev/null
+++ b/poincare/include/poincare/product.h
@@ -0,0 +1,17 @@
+#ifndef POINCARE_PRODUCT_H
+#define POINCARE_PRODUCT_H
+
+#include <poincare/function.h>
+#include <poincare/n_context.h>
+
+class Product : public Function {
+public:
+  Product();
+  float approximate(Context & context) const override;
+  Type type() const override;
+  Expression * cloneWithDifferentOperands(Expression ** newOperands,
+      int numberOfOperands, bool cloneOperands = true) const override;
+  ExpressionLayout * createLayout() const override;
+};
+
+#endif
diff --git a/poincare/src/expression_lexer.l b/poincare/src/expression_lexer.l
index a31ed323c..2586d2132 100644
--- a/poincare/src/expression_lexer.l
+++ b/poincare/src/expression_lexer.l
@@ -90,6 +90,7 @@ tan { poincare_expression_yylval.expression = new Tangent(); return FUNCTION; }
 log { poincare_expression_yylval.expression = new Logarithm(); return FUNCTION; }
 root { poincare_expression_yylval.expression = new NthRoot(); return FUNCTION; }
 sum { poincare_expression_yylval.expression = new Sum(); return FUNCTION; }
+product { poincare_expression_yylval.expression = new Product(); return FUNCTION; }
 \+ { return PLUS; }
 \- { return MINUS; }
 \* { return MULTIPLY; }
diff --git a/poincare/src/layout/product_layout.cpp b/poincare/src/layout/product_layout.cpp
new file mode 100644
index 000000000..b5de1234b
--- /dev/null
+++ b/poincare/src/layout/product_layout.cpp
@@ -0,0 +1,78 @@
+#include "product_layout.h"
+#include <string.h>
+#include <assert.h>
+
+ProductLayout::ProductLayout(ExpressionLayout * lowerBoundLayout, ExpressionLayout * upperBoundLayout, ExpressionLayout * argumentLayout) :
+  ExpressionLayout(),
+  m_lowerBoundLayout(lowerBoundLayout),
+  m_upperBoundLayout(upperBoundLayout),
+  m_argumentLayout(argumentLayout)
+{
+  m_lowerBoundLayout->setParent(this);
+  m_upperBoundLayout->setParent(this);
+  m_argumentLayout->setParent(this);
+  m_baseline = max(m_upperBoundLayout->size().height()+k_boundHeightMargin+k_symbolHeight, m_argumentLayout->baseline());
+}
+
+ProductLayout::~ProductLayout() {
+  delete m_lowerBoundLayout;
+  delete m_upperBoundLayout;
+  delete m_argumentLayout;
+}
+
+void ProductLayout::render(KDContext * ctx, KDPoint p, KDColor expressionColor, KDColor backgroundColor) {
+  KDSize upperBoundSize = m_upperBoundLayout->size();
+  KDSize lowerBoundSize = m_lowerBoundLayout->size();
+  ctx->fillRect(KDRect(p.x() + max(max(0, (upperBoundSize.width()-k_symbolWidth)/2), (lowerBoundSize.width()-k_symbolWidth)/2),
+    p.y() + max(upperBoundSize.height()+k_boundHeightMargin, m_argumentLayout->baseline()-k_symbolHeight),
+    k_lineThickness, k_symbolHeight), expressionColor);
+  ctx->fillRect(KDRect(p.x() + max(max(0, (upperBoundSize.width()-k_symbolWidth)/2), (lowerBoundSize.width()-k_symbolWidth)/2),
+    p.y() + max(upperBoundSize.height()+k_boundHeightMargin, m_argumentLayout->baseline()-k_symbolHeight),
+    k_symbolWidth, k_lineThickness), expressionColor);
+  ctx->fillRect(KDRect(p.x() + max(max(0, (upperBoundSize.width()-k_symbolWidth)/2), (lowerBoundSize.width()-k_symbolWidth)/2)+k_symbolWidth,
+    p.y() + max(upperBoundSize.height()+k_boundHeightMargin, m_argumentLayout->baseline()-k_symbolHeight),
+    k_lineThickness, k_symbolHeight), expressionColor);
+}
+
+KDSize ProductLayout::computeSize() {
+  KDSize argumentSize = m_argumentLayout->size();
+  KDSize lowerBoundSize = m_lowerBoundLayout->size();
+  KDSize upperBoundSize = m_upperBoundLayout->size();
+  return KDSize(
+    max(max(k_symbolWidth, lowerBoundSize.width()), upperBoundSize.width())+k_argumentWidthMargin+argumentSize.width(),
+    m_baseline + max(k_boundHeightMargin+lowerBoundSize.height(), argumentSize.height() - m_argumentLayout->baseline())
+  );
+}
+
+ExpressionLayout * ProductLayout::child(uint16_t index) {
+  switch (index) {
+    case 0:
+      return m_upperBoundLayout;
+    case 1:
+      return m_lowerBoundLayout;
+    case 2:
+      return m_argumentLayout;
+    default:
+      return nullptr;
+  }
+}
+
+KDPoint ProductLayout::positionOfChild(ExpressionLayout * child) {
+  KDSize lowerBoundSize = m_lowerBoundLayout->size();
+  KDSize upperBoundSize = m_upperBoundLayout->size();
+  KDCoordinate x = 0;
+  KDCoordinate y = 0;
+  if (child == m_lowerBoundLayout) {
+    x = max(max(0, (k_symbolWidth-lowerBoundSize.width())/2), (upperBoundSize.width()-lowerBoundSize.width())/2);
+    y = m_baseline + k_boundHeightMargin;
+  } else if (child == m_upperBoundLayout) {
+    x = max(max(0, (k_symbolWidth-upperBoundSize.width())/2), (lowerBoundSize.width()-upperBoundSize.width())/2);
+    y = m_baseline - k_symbolHeight- k_boundHeightMargin-upperBoundSize.height();
+  } else if (child == m_argumentLayout) {
+    x = max(max(k_symbolWidth, lowerBoundSize.width()), upperBoundSize.width())+k_argumentWidthMargin;
+    y = m_baseline - m_argumentLayout->baseline();
+  } else {
+    assert(false);
+  }
+  return KDPoint(x,y);
+}
diff --git a/poincare/src/layout/product_layout.h b/poincare/src/layout/product_layout.h
new file mode 100644
index 000000000..5011b2a72
--- /dev/null
+++ b/poincare/src/layout/product_layout.h
@@ -0,0 +1,27 @@
+#ifndef POINCARE_PRODUCT_LAYOUT_H
+#define POINCARE_PRODUCT_LAYOUT_H
+
+#include <poincare/expression.h>
+#include <poincare/expression_layout.h>
+
+class ProductLayout : public ExpressionLayout {
+public:
+  ProductLayout(ExpressionLayout * lowerBoundLayout, ExpressionLayout * upperBoundLayout, ExpressionLayout * argumentLayout);
+  ~ProductLayout();
+protected:
+  void render(KDContext * ctx, KDPoint p, KDColor expressionColor, KDColor backgroundColor) override;
+  KDSize computeSize() override;
+  ExpressionLayout * child(uint16_t index) override;
+  KDPoint positionOfChild(ExpressionLayout * child) override;
+private:
+  constexpr static KDCoordinate k_symbolHeight = 15;
+  constexpr static KDCoordinate k_symbolWidth = 9;
+  constexpr static KDCoordinate k_boundHeightMargin = 2;
+  constexpr static KDCoordinate k_argumentWidthMargin = 2;
+  constexpr static KDCoordinate k_lineThickness = 1;
+  ExpressionLayout * m_lowerBoundLayout;
+  ExpressionLayout * m_upperBoundLayout;
+  ExpressionLayout * m_argumentLayout;
+};
+
+#endif
diff --git a/poincare/src/layout/sum_layout.cpp b/poincare/src/layout/sum_layout.cpp
index 21668f7ce..509e2225a 100644
--- a/poincare/src/layout/sum_layout.cpp
+++ b/poincare/src/layout/sum_layout.cpp
@@ -20,24 +20,6 @@ const uint8_t symbolPixel[SumLayout::k_symbolHeight][SumLayout::k_symbolWidth] =
   {0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00},
 };
 
-SumLayout::SumLayout(ExpressionLayout * lowerBoundLayout, ExpressionLayout * upperBoundLayout, ExpressionLayout * argumentLayout) :
-  ExpressionLayout(),
-  m_lowerBoundLayout(lowerBoundLayout),
-  m_upperBoundLayout(upperBoundLayout),
-  m_argumentLayout(argumentLayout)
-{
-  m_lowerBoundLayout->setParent(this);
-  m_upperBoundLayout->setParent(this);
-  m_argumentLayout->setParent(this);
-  m_baseline = max(m_upperBoundLayout->size().height()+k_boundHeightMargin+k_symbolHeight, m_argumentLayout->baseline());
-}
-
-SumLayout::~SumLayout() {
-  delete m_lowerBoundLayout;
-  delete m_upperBoundLayout;
-  delete m_argumentLayout;
-}
-
 void SumLayout::render(KDContext * ctx, KDPoint p, KDColor expressionColor, KDColor backgroundColor) {
   KDSize upperBoundSize = m_upperBoundLayout->size();
   KDSize lowerBoundSize = m_lowerBoundLayout->size();
@@ -47,46 +29,3 @@ void SumLayout::render(KDContext * ctx, KDPoint p, KDColor expressionColor, KDCo
     k_symbolWidth, k_symbolHeight);
   ctx->blendRectWithMask(symbolFrame, expressionColor, (const uint8_t *)symbolPixel, (KDColor *)workingBuffer);
 }
-
-KDSize SumLayout::computeSize() {
-  KDSize argumentSize = m_argumentLayout->size();
-  KDSize lowerBoundSize = m_lowerBoundLayout->size();
-  KDSize upperBoundSize = m_upperBoundLayout->size();
-  return KDSize(
-    max(max(k_symbolWidth, lowerBoundSize.width()), upperBoundSize.width())+k_argumentWidthMargin+argumentSize.width(),
-    m_baseline + max(k_boundHeightMargin+lowerBoundSize.height(), argumentSize.height() - m_argumentLayout->baseline())
-  );
-}
-
-ExpressionLayout * SumLayout::child(uint16_t index) {
-  switch (index) {
-    case 0:
-      return m_upperBoundLayout;
-    case 1:
-      return m_lowerBoundLayout;
-    case 2:
-      return m_argumentLayout;
-    default:
-      return nullptr;
-  }
-}
-
-KDPoint SumLayout::positionOfChild(ExpressionLayout * child) {
-  KDSize lowerBoundSize = m_lowerBoundLayout->size();
-  KDSize upperBoundSize = m_upperBoundLayout->size();
-  KDCoordinate x = 0;
-  KDCoordinate y = 0;
-  if (child == m_lowerBoundLayout) {
-    x = max(max(0, (k_symbolWidth-lowerBoundSize.width())/2), (upperBoundSize.width()-lowerBoundSize.width())/2);
-    y = m_baseline + k_boundHeightMargin;
-  } else if (child == m_upperBoundLayout) {
-    x = max(max(0, (k_symbolWidth-upperBoundSize.width())/2), (lowerBoundSize.width()-upperBoundSize.width())/2);
-    y = m_baseline - k_symbolHeight- k_boundHeightMargin-upperBoundSize.height();
-  } else if (child == m_argumentLayout) {
-    x = max(max(k_symbolWidth, lowerBoundSize.width()), upperBoundSize.width())+k_argumentWidthMargin;
-    y = m_baseline - m_argumentLayout->baseline();
-  } else {
-    assert(false);
-  }
-  return KDPoint(x,y);
-}
diff --git a/poincare/src/layout/sum_layout.h b/poincare/src/layout/sum_layout.h
index d1301402a..e942632ce 100644
--- a/poincare/src/layout/sum_layout.h
+++ b/poincare/src/layout/sum_layout.h
@@ -1,26 +1,13 @@
 #ifndef POINCARE_SUM_LAYOUT_H
 #define POINCARE_SUM_LAYOUT_H
 
-#include <poincare/expression.h>
-#include <poincare/expression_layout.h>
+#include "symbol_layout.h"
 
-class SumLayout : public ExpressionLayout {
+class SumLayout : public SymbolLayout {
 public:
-  SumLayout(ExpressionLayout * lowerBoundLayout, ExpressionLayout * upperBoundLayout, ExpressionLayout * argumentLayout);
-  ~SumLayout();
-  constexpr static KDCoordinate k_symbolHeight = 15;
-  constexpr static KDCoordinate k_symbolWidth = 9;
-protected:
-  void render(KDContext * ctx, KDPoint p, KDColor expressionColor, KDColor backgroundColor) override;
-  KDSize computeSize() override;
-  ExpressionLayout * child(uint16_t index) override;
-  KDPoint positionOfChild(ExpressionLayout * child) override;
+  using SymbolLayout::SymbolLayout;
 private:
-  constexpr static KDCoordinate k_boundHeightMargin = 2;
-  constexpr static KDCoordinate k_argumentWidthMargin = 2;
-  ExpressionLayout * m_lowerBoundLayout;
-  ExpressionLayout * m_upperBoundLayout;
-  ExpressionLayout * m_argumentLayout;
+  void render(KDContext * ctx, KDPoint p, KDColor expressionColor, KDColor backgroundColor) override;
 };
 
 #endif
diff --git a/poincare/src/layout/symbol_layout.cpp b/poincare/src/layout/symbol_layout.cpp
new file mode 100644
index 000000000..95f233709
--- /dev/null
+++ b/poincare/src/layout/symbol_layout.cpp
@@ -0,0 +1,64 @@
+#include "symbol_layout.h"
+#include <string.h>
+#include <assert.h>
+
+SymbolLayout::SymbolLayout(ExpressionLayout * lowerBoundLayout, ExpressionLayout * upperBoundLayout, ExpressionLayout * argumentLayout) :
+  ExpressionLayout(),
+  m_lowerBoundLayout(lowerBoundLayout),
+  m_upperBoundLayout(upperBoundLayout),
+  m_argumentLayout(argumentLayout)
+{
+  m_lowerBoundLayout->setParent(this);
+  m_upperBoundLayout->setParent(this);
+  m_argumentLayout->setParent(this);
+  m_baseline = max(m_upperBoundLayout->size().height()+k_boundHeightMargin+k_symbolHeight, m_argumentLayout->baseline());
+}
+
+SymbolLayout::~SymbolLayout() {
+  delete m_lowerBoundLayout;
+  delete m_upperBoundLayout;
+  delete m_argumentLayout;
+}
+
+KDSize SymbolLayout::computeSize() {
+  KDSize argumentSize = m_argumentLayout->size();
+  KDSize lowerBoundSize = m_lowerBoundLayout->size();
+  KDSize upperBoundSize = m_upperBoundLayout->size();
+  return KDSize(
+    max(max(k_symbolWidth, lowerBoundSize.width()), upperBoundSize.width())+k_argumentWidthMargin+argumentSize.width(),
+    m_baseline + max(k_boundHeightMargin+lowerBoundSize.height(), argumentSize.height() - m_argumentLayout->baseline())
+  );
+}
+
+ExpressionLayout * SymbolLayout::child(uint16_t index) {
+  switch (index) {
+    case 0:
+      return m_upperBoundLayout;
+    case 1:
+      return m_lowerBoundLayout;
+    case 2:
+      return m_argumentLayout;
+    default:
+      return nullptr;
+  }
+}
+
+KDPoint SymbolLayout::positionOfChild(ExpressionLayout * child) {
+  KDSize lowerBoundSize = m_lowerBoundLayout->size();
+  KDSize upperBoundSize = m_upperBoundLayout->size();
+  KDCoordinate x = 0;
+  KDCoordinate y = 0;
+  if (child == m_lowerBoundLayout) {
+    x = max(max(0, (k_symbolWidth-lowerBoundSize.width())/2), (upperBoundSize.width()-lowerBoundSize.width())/2);
+    y = m_baseline + k_boundHeightMargin;
+  } else if (child == m_upperBoundLayout) {
+    x = max(max(0, (k_symbolWidth-upperBoundSize.width())/2), (lowerBoundSize.width()-upperBoundSize.width())/2);
+    y = m_baseline - k_symbolHeight- k_boundHeightMargin-upperBoundSize.height();
+  } else if (child == m_argumentLayout) {
+    x = max(max(k_symbolWidth, lowerBoundSize.width()), upperBoundSize.width())+k_argumentWidthMargin;
+    y = m_baseline - m_argumentLayout->baseline();
+  } else {
+    assert(false);
+  }
+  return KDPoint(x,y);
+}
diff --git a/poincare/src/layout/symbol_layout.h b/poincare/src/layout/symbol_layout.h
new file mode 100644
index 000000000..1f473147f
--- /dev/null
+++ b/poincare/src/layout/symbol_layout.h
@@ -0,0 +1,25 @@
+#ifndef POINCARE_SYMBOL_LAYOUT_H
+#define POINCARE_SYMBOL_LAYOUT_H
+
+#include <poincare/expression.h>
+#include <poincare/expression_layout.h>
+
+class SymbolLayout : public ExpressionLayout {
+public:
+  SymbolLayout(ExpressionLayout * lowerBoundLayout, ExpressionLayout * upperBoundLayout, ExpressionLayout * argumentLayout);
+  ~SymbolLayout();
+  constexpr static KDCoordinate k_symbolHeight = 15;
+  constexpr static KDCoordinate k_symbolWidth = 9;
+protected:
+  constexpr static KDCoordinate k_boundHeightMargin = 2;
+  ExpressionLayout * m_lowerBoundLayout;
+  ExpressionLayout * m_upperBoundLayout;
+  ExpressionLayout * m_argumentLayout;
+private:
+  KDSize computeSize() override;
+  ExpressionLayout * child(uint16_t index) override;
+  KDPoint positionOfChild(ExpressionLayout * child) override;
+  constexpr static KDCoordinate k_argumentWidthMargin = 2;
+};
+
+#endif
diff --git a/poincare/src/product.cpp b/poincare/src/product.cpp
new file mode 100644
index 000000000..d1b6dc77b
--- /dev/null
+++ b/poincare/src/product.cpp
@@ -0,0 +1,49 @@
+#include <poincare/product.h>
+#include <poincare/symbol.h>
+#include <poincare/float.h>
+#include "layout/string_layout.h"
+#include "layout/horizontal_layout.h"
+#include "layout/product_layout.h"
+extern "C" {
+#include <assert.h>
+#include <stdlib.h>
+}
+
+Product::Product() :
+  Function("product")
+{
+}
+
+Expression::Type Product::type() const {
+  return Type::Product;
+}
+
+Expression * Product::cloneWithDifferentOperands(Expression** newOperands,
+        int numberOfOperands, bool cloneOperands) const {
+  assert(numberOfOperands == 2);
+  assert(newOperands != nullptr);
+  Product * p = new Product();
+  p->setArgument(newOperands, numberOfOperands, cloneOperands);
+  return p;
+}
+
+float Product::approximate(Context& context) const {
+  NContext nContext = NContext(&context);
+  Symbol nSymbol = Symbol('n');
+  int start = m_args[1]->approximate(context);
+  int end = m_args[2]->approximate(context);
+  float result = 1.0f;
+  for (int i = start; i <= end; i++) {
+    Float iExpression = Float(i);
+    nContext.setExpressionForSymbolName(&iExpression, &nSymbol);
+    result = result*m_args[0]->approximate(nContext);
+  }
+  return result;
+}
+
+ExpressionLayout * Product::createLayout() const {
+  ExpressionLayout ** childrenLayouts = (ExpressionLayout **)malloc(2*sizeof(ExpressionLayout *));
+  childrenLayouts[0] = new StringLayout("n=", 2);
+  childrenLayouts[1] = m_args[1]->createLayout();
+  return new ProductLayout(new HorizontalLayout(childrenLayouts, 2), m_args[2]->createLayout(), m_args[0]->createLayout());
+}