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第二十九單元 方向導數與梯度
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Directional Derivatives and Gradient
Definition
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Partial Derivatives and Directional Derivatives
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How to Find Directional Derivatives
Theorem Proof As an exercise
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Example Solution
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Gradient Definition
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Directional Derivatives and Gradient
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Maximal Property of the Gradient
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Proof of Maximal Property
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Gradient and Level Curve
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Geometric Interpretation for Gradient
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Three Variable function
A level surface for a function f of three variables is the graph of the set of points in three-dimensional space whose coordinates satisfy an equation ,where k is a constant
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Example
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Normal Vector
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Gradient of 3 Variable function
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Example Hotter is Better
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Solution
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Example
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Example(continued)
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Example(continued)
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單元結語 要認識方向導數和梯度的觀念一定要看圖形並確實了解幾何意義。
梯度的方向與等高線呈垂直的關係,這觀念非常重要,後面單元求極大極小(拉格蘭吉乘子)時,要用到這觀念。
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