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单词 Lagrange multipliers
释义

Lagrange multipliers

英语百科

Lagrange multiplier

Figure 1: Find x and y to maximize f(x, y) subject to a constraint (shown in red) g(x, y) = c.
Figure 2: Contour map of Figure 1. The red line shows the constraint g(x, y) = c. The blue lines are contours of f(x, y). The point where the red line tangentially touches a blue contour is the solution. Since d1 > d2, the solution is a maximization of f(x, y).
Figure 3: A paraboloid constrained along two intersecting lines.
Figure 4: Contour map of Figure 3.

In mathematical optimization, the method of Lagrange multipliers (named after Joseph Louis Lagrange) is a strategy for finding the local maxima and minima of a function subject to equality constraints.

For instance (see Figure 1), consider the optimization problem

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更新时间:2025/6/16 22:58:59