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正版 目标罚函数算法 孟志青 等 科学出版社 9787030510655 书籍
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Preface
Chapter 1 Lower—Order Penalty Function Algorithm
1.1 Optimal Condition Based on Lower—Order Penalty Function
1.2 Smoothing Lower—Order Penalty Function Algorithm
1.3 Second—Order Smoothing Penalty Function Algorithm
1.4 Smoothing Square—Root Penalty Function Algorithm
Chapter 2 Objective Penalty Function Algorithm
2.1 General Objective Penalty Function Algorithm
2.2 Exactness Objective Penalty Function Algorithm
2.3 First—Order Smoothing Objective Penalty Function Algorithm
2.4 Second—Order Smoothing Objective Penalty Function Algorithm
Chapter 3 Other Objective Penalty Function Algorithms
3.1 Barrier Objective Penalty Function Algorithm
3.2 Barrier Objective Penalty Function Algorithm Ⅱ
3.3 M—objective Penalty Function Algorithm
3.4 Lagrange Objective Penalty Function Algorithm
3.5 Objective Penalty Function Algorithm of Zero—One Problems
Chapter 4 Objective Penalty Functions Algorithm for MOP, MPCC and BP
4.1 Objective Penalty Functions Algorithm Ⅰ for MOP
4.2 Objective Penalty Functions Algorithm Ⅱ for MOP
4.3 Objective Penalty Functions Algorithm for MPCC
4.4 Objective Penalty Functions Algorithm Ⅰ for BP
4.5 Objective Penalty Functions Algorithm Ⅱ for BP
4.6 Objective Penalty Functions Algorithm Ⅲ for BP
References
评论
本书系统地介绍了约束优化问题的非线性罚函数,即关于低次罚函数与目标罚函数理论与算法的研究成果,其中包括约束优化问题的低次罚函数**性条件和光滑化算法、单目标约束优化的目标罚函数理论与算法、多目标约束优化目标罚函数理论与算法、约束互补问题和双层约束优化问题的目标罚函数理论与算法,每个算法都给出了相应的算例结果。
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