Description: 多目标遗传算法求解多目标优化问题的实际例子，运用matlab编写-Multi-objective Genetic Algorithm for multi-objective optimization problem actual examples, the use of Matlab prepared Platform: |
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Author:何方刚 |
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Description: 多目标遗传算法程序
to run Demo files, is to run SGALAB_demo_*.m
what s new:
1) Multiple-Objective GAs
VEGA
NSGA
NPGA
MOGA
2) More TSP mutation and Crossover methods
PMX
OX
CX
EAX
Boolmatrix
3) More selection methods
Truncation
tornament
stochastic
4) mutation methods
binary single point
int/real single point
5) encoding/decoding methods
binary
integer/real
messy
gray
DNA
permuation
to fix the plot bugs for 4001 , download this file and replace old files.
-Multi-objective genetic algorithm program to run Demo files, is to run SGALAB_demo_*. m what s new: 1) Multiple-Objective GAsVEGANSGANPGAMOGA2) More TSP mutation and Crossover methodsPMXOXCX EAXBoolmatrix3) More selection methodsTruncationtornamentstochastic4) mutation methodsbinary single pointint/real single point5) encoding/decoding methodsbinaryinteger/realmessygrayDNA permuationto fix the plot bugs for 4001, download this file and replace old files. Platform: |
Size: 79872 |
Author:馨竹 |
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Description: 自己编的遗传算法同BP神经网络结合的代码！并且在神经网络模型上进行多目标寻优，结果有doc文档详细说明！实现BP-GA多目标优化应用实例！-Own genetic algorithm with BP neural network combined with the code! And in the neural network model for multi-objective optimization, the result document has a detailed description doc! Realize BP-GA multi-objective optimization application examples! Platform: |
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Author:ym |
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Description: 给出了的整数线性规划模型、分类, 提出了均衡各旅行商访问路程和均衡各旅行商访问人数的多目标
问题针对均衡各旅行商访问路程的设计了相应的求解算法, 求解算法为遗传算法和一的混合算法给出了相应
的示例和实验结果, 并对实验结果的有效性进行了研究- Given integer linear programming model, classification, propose a balanced way to visit the traveling salesman traveling salesman and a balanced number of visitors to the multi-objective
The traveling salesman problem for a balanced design of a journey to visit the corresponding algorithm, algorithm for genetic algorithm and a hybrid algorithm of the corresponding
Examples and experimental results, the effectiveness of the experimental results were studied Traveling Salesmen Problem (MTSP). Numerical experiments show that the new algorithm is very efficient and effective. Platform: |
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Author:liqiubin |
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Description: 这是用于电火花机床加工控制参数优化的一个多目标遗传算法的matlab程序，自己原创，分享出来和大家交流。 -It is used for electric discharge machining control parameters optimization of a multi-objective genetic algorithm matlab program, their own originality, share them and everyone exchanges. Platform: |
Size: 2048 |
Author:袁计委 |
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Description: 排课问题是一个有约束的、多目标的组合优化问题，并且已经被证明是一个NP完全问题。
遗传算法借鉴生物界自然选择和自然遗传机制，使用群体搜索技术，尤其是用于处理传统搜索方法难以解决的复杂的和非线性的问题。经过近40年的发展，遗传算法在理论研究和实际应用中取得了巨大的成功，本文将遗传算法用于排课问题的求解，首先讨论了排课问题中的影响因素、主要约束条件、求解目标和难点，并用数学模型完整地描述了排课问题。其次对多个模糊排课目标进行了定量分析，建立了排课优化目标空间。针对排课问题研究了染色体编码方式以及遗传算子的设计，提出了适应度函数的计算方法。最后对排课问题进行了实验。实验结果表明，其过程的目标值跟踪显示，算法稳健趋优，所得结果令人满意。-Course Scheduling problem is a constrained, multi-objective optimization problem, and has proven to be a NP complete problem.
Genetic algorithms reference biosphere and the natural genetic mechanism of natural selection, using the group search technology, particularly the traditional search methods for handling complex and difficult to solve nonlinear problems. After nearly 40 years of development, the genetic algorithm in the theoretical study and practical application was a great success, this paper genetic algorithm for solving the course timetabling problem, first discussed the impact of factors in the course arrangement, the main constraints, to solve goals and difficulties, and a complete mathematical model to describe the course arrangement. Arranging multiple fuzzy goals followed by a quantitative analysis, the optimal target Arranging space. Arranging for the Study of the chromosome coding and genetic operators design, proposed fitness function is calculated. Finally, the co Platform: |
Size: 1290240 |
Author:张林杰 |
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Description: 这是一个简单的用matlab编写的多目标遗传算法，可以供初学者参考-This is a simple multi-objective genetic algorithm using matlab, you can reference for beginners Platform: |
Size: 11264 |
Author:张伟 |
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Description: 基于MATLAB的遗传算法。遗传算法是以自然选择和遗传理论为基础，将生物进化过程中适者生存规则与群体内部染色体的随机信息交换机制相结合算法。它提供了一种求解非线性、多模型、多目标等复杂系统优化问题的通用框架。-MATLAB Genetic Algorithms. Genetic algorithm based on natural selection and genetic theory, the process of biological evolution and the survival of the fittest rules of random information exchange mechanism within the group chromosome combined algorithm. It provides for solving nonlinear, multi-model, multi-objective optimization problems of complex systems such as a common framework.
Platform: |
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Author:梁家理 |
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Search - multi objective genetic algorithm for matlab