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Numerical Optimization

Numerical Optimization

作者:Jorge Nocedal,Stephe

分类:文学

ISBN:9780387303031

出版时间:2006-7-27

出版社:Springer

标签: Optimization  数学  最优化  数值计算  算法  优化  math  机器学习 

内容简介

Optimization is an important tool used in decision science and for the analysis of physical systems used in engineering. One can trace its roots to the Calculus of Variations and the work of Euler and Lagrange. This natural and reasonable approach to mathematical programming covers numerical methods for finite-dimensional optimization problems. It begins with very simple ideas progressing through more complicated concepts, concentrating on methods for both unconstrained and constrained optimization.

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