使用Hessian矩阵寻找并判断临界点 by Roman Chijner (2)
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本范例演示如何利用Hessian矩阵寻找函数的临界点并判断其性质(极大值、极小值或鞍点)。涉及的核心数学概念包括多元函数的偏导数、Hessian矩阵及其行列式与正负性判断。作图要点包括使用Simplify命令化简表达式,Intersect命令求交点,Zip和Sequence命令生成序列,TableText命令显示表格文本,LaTeX命令渲染数学公式,以及RotateText命令旋转文本。适合大学微积分课程或相关数学建模应用。
GeoGebra 命令及参数
Simplify(Derivative[f, y, 1]) → fySimplify(Derivative[fy, x, 1]) → fyxSimplify(Derivative[fy, y, 1]) → fyySimplify(Derivative[f, x, 1]) → fxSimplify(Derivative[fx, y, 1]) → fxySimplify(Derivative[fx, x, 1]) → fxxIntersect(ax, ay) → A, BZip({{fxx(a), fxy(a)}, {fyx(a), fyy(a)}}, a, l1) → MZip(Determinant[a], a, M) → DZip(fxx(a), a, l1) → f_{xx}Sequence(If[D(i) > 0, If[f_{xx}(i) > 0, "local minimum", "local maximum"], "saddle point"], i, 1, Length[l1]) → l4Zip((x(a), y(a), f(a)), a, l1) → l5Zip(fx(a), a, l1) → lfxZip(fy(a), a, l1) → lfyTableText(Append["i", 1…Length[l1]], Append["critical points", l5], Append["f_{x}", lfx], Append["f_{y}", lfy], Append["f_{xx}", f_{xx}], Append["Det", D], Append["", l4], "v") → text1LaTeX(f, true) → text3RotateText(text5, 90°) → text6