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.
2021-09-22 15:50:05
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Numerical Optimization，Jorge Nocedal第二版-答案.pdf
2021-09-18 13:34:12
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numerical optimization 数值最优化
第二版 2006，Nocedal
2021-09-03 10:51:38
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Numerical Optimization 数值优化 Jorge Nocedal， Stephen J. Wright 著的2006第二版，数值优化领域的经典书籍。包括线性搜索，大规模无约束优化，内点法，最小二乘，约束优化等等。
2021-07-19 20:00:13
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数值优化领域经典教材。机器学习的数学基础。
Numerical Optimization presents a comprehensive and up-to-date description of the most effective methods in continuous optimization. It responds to the growing interest in optimization in engineering, science, and business by focusing on the methods that are best suited to practical problems.
2021-07-08 14:30:41
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