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AI & ML · Multivariable Calculus

Taylor expansion

80 problems in this skill, each with a solver-verified answer key. Answers are checked the moment you submit — with a hint if you want one and a worked solution afterwards.

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A few statements from this skill. Answers, hints and worked solutions live in the practice session.

  1. Warm-up

    The second-order Taylor polynomial of f(x,y)f(x,y) about (−3,−4)(-3, -4) is T(x,y)=6−(x+3)+3(y+4)−3(x+3)2−2(x+3)(y+4)+5(y+4)2T(x,y) = 6 - (x+3) + 3(y+4) - 3(x+3)^{2} - 2(x+3)(y+4) + 5(y+4)^{2}. Since the coefficient of (x+3)2(x+3)^{2} equals 12fxx(−3,−4)\frac{1}{2}f_{x x}(-3,-4) and the coefficient of (y+4)2(y+4)^{2} equals 12fyy(−3,−4)\frac{1}{2}f_{y y}(-3,-4), find fxx(−3,−4)f_{x x}(-3,-4) and fyy(−3,−4)f_{y y}(-3,-4).

  2. Warm-up

    The second-order Taylor polynomial of f(x,y)f(x,y) about (3,4)(3, 4) is T(x,y)=8+2(x−3)+(y−4)+4(x−3)2−3(x−3)(y−4)−3(y−4)2T(x,y) = 8 + 2(x-3) + (y-4) + 4(x-3)^{2} - 3(x-3)(y-4) - 3(y-4)^{2}. Since the coefficient of (x−3)2(x-3)^{2} equals 12fxx(3,4)\frac{1}{2}f_{x x}(3,4) and the coefficient of (y−4)2(y-4)^{2} equals 12fyy(3,4)\frac{1}{2}f_{y y}(3,4), find fxx(3,4)f_{x x}(3,4) and fyy(3,4)f_{y y}(3,4).

  3. Warm-up

    The second-order Taylor polynomial of f(x,y)f(x,y) about (−2,4)(-2, 4) is T(x,y)=3−5(x+2)+5(y−4)+6(x+2)2−4(x+2)(y−4)−4(y−4)2T(x,y) = 3 - 5(x+2) + 5(y-4) + 6(x+2)^{2} - 4(x+2)(y-4) - 4(y-4)^{2}. Since the coefficient of (x+2)2(x+2)^{2} equals 12fxx(−2,4)\frac{1}{2}f_{x x}(-2,4) and the coefficient of (y−4)2(y-4)^{2} equals 12fyy(−2,4)\frac{1}{2}f_{y y}(-2,4), find fxx(−2,4)f_{x x}(-2,4) and fyy(−2,4)f_{y y}(-2,4).

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