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The line below identifies what version of Mathematica created this file, but it can be opened using any other version as well."; FrontEndVersion = "Macintosh Mathematica Notebook Front End Version 2.2"; MacintoshStandardFontEncoding; fontset = title, inactive, noPageBreakBelow, nohscroll, preserveAspect, groupLikeTitle, center, M7, bold, e8, 24, "Times"; fontset = subtitle, inactive, noPageBreakBelow, nohscroll, preserveAspect, groupLikeTitle, center, M7, bold, e6, 18, "Times"; fontset = subsubtitle, inactive, noPageBreakBelow, nohscroll, preserveAspect, groupLikeTitle, center, M7, italic, e6, 14, "Times"; fontset = section, inactive, noPageBreakBelow, nohscroll, preserveAspect, groupLikeSection, grayBox, M22, bold, a20, 18, "Times"; fontset = subsection, inactive, noPageBreakBelow, nohscroll, preserveAspect, groupLikeSection, blackBox, M19, bold, a15, 14, "Times"; fontset = subsubsection, inactive, noPageBreakBelow, nohscroll, preserveAspect, groupLikeSection, whiteBox, M18, bold, a12, 12, "Times"; fontset = text, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = smalltext, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 10, "Times"; fontset = input, noPageBreakInGroup, nowordwrap, preserveAspect, groupLikeInput, M42, N23, bold, L-5, 12, "Courier"; fontset = output, output, inactive, noPageBreakInGroup, nowordwrap, preserveAspect, groupLikeOutput, M42, N23, L-5, 12, "Courier"; fontset = message, inactive, noPageBreakInGroup, nowordwrap, preserveAspect, groupLikeOutput, M42, N23, R65535, L-5, 12, "Courier"; fontset = print, inactive, noPageBreakInGroup, nowordwrap, preserveAspect, groupLikeOutput, M42, N23, L-5, 12, "Courier"; fontset = info, inactive, noPageBreakInGroup, nowordwrap, preserveAspect, groupLikeOutput, M42, N23, B65535, L-5, 12, "Courier"; fontset = postscript, PostScript, formatAsPostScript, output, inactive, noPageBreakInGroup, nowordwrap, preserveAspect, groupLikeGraphics, M7, l34, w282, h287, 12, "Courier"; fontset = name, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, italic, 10, "Geneva"; fontset = header, inactive, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = leftheader, inactive, L2, 12, "Times"; fontset = footer, inactive, noKeepOnOnePage, preserveAspect, center, M7, 12, "Times"; fontset = leftfooter, inactive, L2, 12, "Times"; fontset = help, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 10, "Times"; fontset = clipboard, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = completions, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = special1, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = special2, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = special3, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = special4, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; fontset = special5, inactive, nohscroll, noKeepOnOnePage, preserveAspect, M7, 12, "Times"; paletteColors = 128; automaticGrouping; currentKernel; ] :[font = special1; inactive; preserveAspect] The Gradient and the Directional Derivative The cell below shows how the Mathematica procedure Plot3D can be used to study a surface. Evaluate it now. ;[s] 8:0,1;74,0;105,2;116,0;128,1;134,0;168,3;183,0;186,-1; 4:4,13,9,Times,0,12,0,0,0;2,13,9,Times,1,12,0,0,0;1,13,9,Times,2,12,0,0,0;1,13,9,Times,1,12,65535,0,0; :[font = input; preserveAspect] f[x_, y_] := x * y Plot3D[f[x, y], {x, -1, 1}, {y, -1, 1}, PlotRange -> {-1, 1}] :[font = special1; inactive; preserveAspect] The next cell reproduces the graph in the browser window showing what happens if you walk one unit in various different directions starting from the same point. Evaluate it now. ;[s] 3:0,0;163,1;178,0;180,-1; 2:2,13,9,Times,0,12,0,0,0;1,13,9,Times,1,12,65535,0,0; :[font = input; preserveAspect] Clear[Surface, Curve, Circ] x0 := 0 y0 := 0 Surface = Plot3D[f[x, y], {x, -1, 1}, {y, -1, 1}, PlotRange -> {-1, 1}, DisplayFunction -> Identity] Circ = ParametricPlot3D[ {x0 + Cos[t], y0 + Sin[t], f[x0 + Cos[t], y0 + Sin[t]]}, {t, 0, 2 Pi}, DisplayFunction -> Identity] Curve[u_] := ParametricPlot3D[ {x0 + t u[[1]], y0 + t u[[2]], f[x0 + t u[[1]], y0 + t u[[2]]]}, {t, 0, 1}, DisplayFunction -> Identity] Show[Surface, Circ, Curve[{1/Sqrt[2], 1/Sqrt[2]}], Curve[{-1/Sqrt[2], 1/Sqrt[2]}], Curve[{1/Sqrt[2], -1/Sqrt[2]}], Curve[{-1/Sqrt[2], -1/Sqrt[2]}], DisplayFunction -> $DisplayFunction] :[font = special1; inactive; preserveAspect] The next cell looks at two different two-dimensional curves obtained by walking along a surface starting at the same point but walking in two different directions. Evaluate it now. ;[s] 3:0,0;165,1;180,0;183,-1; 2:2,13,9,Times,0,12,0,0,0;1,13,9,Times,1,12,65535,0,0; :[font = input; preserveAspect] OneCurve[u_] := Plot[f[x0 + t u[[1]], y0 + t u[[2]]], {t, 0, 1}, PlotRange -> {-1/2, 1/2}, AspectRatio -> Automatic] OneCurve[{1/Sqrt[2], 1/Sqrt[2]}] OneCurve[{-1/Sqrt[2], 1/Sqrt[2]}] :[font = special1; inactive; preserveAspect] The last cell draws a vector field showing the gradient vector at each point. Evaluate it now. ;[s] 3:0,0;79,1;94,0;96,-1; 2:2,13,9,Times,0,12,0,0,0;1,13,9,Times,1,12,65535,0,0; :[font = input; preserveAspect] <