Description: matlab 7.0 以上版本提供了强大的优化工具箱，但在整数规划方面，只提供了bintprog（）这个m文件以求解0－1整数规划，而对于一般的整数规划模型没有具体的算法提供。我们一般情况只是用最简单的分值定界思想编写matlab程序求解整数规划问题，但效率低下，如何利用求解整数规划的先进算法编写matlab程序提上日程，香港大学的李端和复旦大学编写的《Nonlinear Integer Programming》(非线性整数规划)为编写解决整数规划问题提供强大有效的算法，其中算法针对具体问题包括：
lagrangian 对偶问题
代理对偶问题
非线性lagrangian 和强对偶问题
非线性背包问题
可分解的整数规划问题
二次目标函数的整数规划问题
非约束的0－1多项式规划问题
约束的 0－1多项式规划问题
混合整数非线性规划问题
-In spite of shortcoming of matlab 7.0 that it can t provide the toolbox in order to dealing with general integer programming problem, therefore, we need goog algorithm to write matlab code to solve general integer programming， in 2006, Li duan from Hongkong university and Sun xiaoling from Fudan university proposed a book named Nonlinear Integer programming, and it include the problems as follows:
lagrangian duality problem
surrogate duality problem
nonlinear lagrangian problem
nonlinear knapsack problem
nonlinear integer programming with a quadratic objective functions
nonconstrained polynomial 0-1
optimization
constrained polynomial 0-1 programming
mixed-integer nonlinear programming Platform: |
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Author:feimaxiao |
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Description: 这是一本非常经典的非线性规划教材（Nonlinear Programming by Dimitri P.Bertsekas）第二版，分享给大家-This is a very classical textbooks about nonlinear programming by Dimitri P.Bertsekas. I hope it s helpful Platform: |
Size: 23786496 |
Author:zxwxjtu |
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Description: 非線性規劃領域大師Bertsekas寫的書籍解答，nonlinear programming solution. 研究最佳化理論的好書。-The field of nonlinear programming books written by the master Bertsekas solution, nonlinear programming solution. On the best theory of the books. Platform: |
Size: 215040 |
Author:cyhung |
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Description: 求解非线性规划的课件及源码，写的还不错，有需要的可以下载看看~-Solving Nonlinear Programming and source courseware, written in good, there is a need can be downloaded to Platform: |
Size: 825344 |
Author:陈 |
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Description: 混合整数非线性规划中的BNB20的源码资料，源码中包含了和实数寻优函数fmincon的对比-Mixed Integer Nonlinear Programming “BNB20” source of information, source code contains a real number and contrast optimization function “fmincon” Platform: |
Size: 31744 |
Author:姚明 |
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Description: 基于遗传算法和非线性规划的函数寻优算法.-Based on genetic algorithms and nonlinear programming algorithm for function optimization
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Size: 35840 |
Author:李炫富 |
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Description: 本书是The IMA Volumes in Mathematics and its Applications系列的一本，由Springer-Verlag发表，用于交流每年数学规划算法方面的新成果，希望对于广泛的科学团体有帮助。
许多工程，运筹，和科学应用包括离散或连续的决策变量，以及这些决策变量的非线性关系。这种 Mixed-integer nonlinear programming （MINLP，混合整数非线性规划），兼具来自非线性问题的非凸函数优化，以及来自整数的离散优化，这两方面的挑战。这种问题是优化问题里面建模最灵活的类型之一，但是因为它范围极广，在最一般的情况下，它是几乎无法解的。然而，日渐壮大的研究者和程序员队伍，包括化学工程，运筹研究者，工业工程师，机械工程师，经济学家，统计学家，计算机科学家，运营经理，和数学程序员，都对求解大规模MINLP问题产生兴趣。-Many engineering, operations, and scientific applications include a mixture of discrete and continuous decision variables and nonlinear relationships involving the decision variables that have a pronounced effect on the set of feasible and optimal solutions. Mixed-integer nonlinear programming (MINLP) problems combine the numerical difficulties of handling nonlinear functions with the challenge of optimizing in the context of nonconvex functions and discrete variables. MINLP is one of the most flexible modeling paradigms available for optimization but because its scope is so broad, in the most general cases it is hopelessly intractable. Nonetheless, an expanding body of researchers and practitioners ― including chemical engineers, operations researchers, industrial engineers, mechanical engineers, economists, statisticians, computer scientists, operations managers, and mathematical programmers ― are interested in solving large-scale MINLP instances. Platform: |
Size: 6852608 |
Author:equalization |
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Description: 各种非线性规划源代码，C++写的，可以供参考，非常有用！-All kinds of nonlinear programming source code, c++ written, can be for reference, very useful! Platform: |
Size: 6173696 |
Author:mifeng |
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