The componentwise descent method
Matematičeskie zametki, Tome 22 (1977) no. 1, pp. 137-142
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The problem of minimizing a function of several variables on a parallelepiped is considered. A method of componentwise descent, not requiring the computation of derivatives of the function being minimized, is suggested for its solution. Its convergence for smooth convex functions is proved.