Description: 遗传算法(Genetic Algorithm, GA)是近几年发展起来的一种崭新的全局优化算法，它借
用了生物遗传学的观点，通过自然选择、遗传、变异等作用机制，实现各个个体的适应性
的提高。这一点体现了自然界中"物竞天择、适者生存"进化过程。1962年Holland教授首次
提出了GA算法的思想，从而吸引了大批的研究者，迅速推广到优化、搜索、机器学习等方
面，并奠定了坚实的理论基础。 用遗传算法解决问题时，首先要对待解决问题的模型结构
和参数进行编码，一般用字符串表示，这个过程就将问题符号化、离散化了。也有在连续
空间定义的GA(Genetic Algorithm in Continuous Space, GACS)，暂不讨论。-genetic algorithm (Genetic Algorithm. GA) is developed in recent years a new global optimization algorithm, it borrows from the biological point of view of genetics, through natural selection, genetic variation, such as mechanisms to achieve the adaptability of various individuals raised. This is reflected in the natural world, "the process of natural selection and survival of the fittest" evolutionary process. In 1962, Professor Holland first proposed the idea of the algorithm, thereby attracting a large number of researchers, to promote rapid optimization, search, machine learning, and to lay a solid foundation in theory. Using genetic algorithms to solve the problem, we must first solve the problem of the treatment of the model structure and coding parameters, general string, Platform: |
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Author:冯灿科 |
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Description: 遗传算法优化工具箱介绍及实例源程序,适合初学者用matlab进行遗传算法的学习-genetic algorithm optimization toolbox introduced and examples of source, for beginners using Matlab for the study of genetic algorithms Platform: |
Size: 104448 |
Author:田园 |
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Description: 这是一个好的建模学习资料,赶快下载吧,
数学建模十大算法 ( 包含:蒙特卡罗算法、数据拟合、参数估计、
插值等数据处理算法、线性规划、整数规划、多元规划、二次规划等规划类问题、
图论算法、动态规划、回溯搜索、分治算法、分支定界等计算机算法、
最优化理论的三大非经典算法：模拟退火法、神经网络、遗传算法、
网格算法和穷举法、一些连续离散化方法、数值分析算法、图象处理算法）-This a good model to study the information, download it quickly, mathematical modeling algorithm 10 (includes : Monte Carlo algorithm, data fitting, parameter estimation, interpolation of data-processing algorithms, linear programming, integer programming, diversity planning, Quadratic Programming category of zoning, graph-theoretical algorithms, dynamic programming, retroactive search, the partition algorithm, branch-and-bound algorithm computer, most optimization theory of the three non-classical algorithm : simulated annealing, neural networks, genetic algorithms, mesh algorithms and exhaustive, some consecutive discrete method, numerical analysis algorithms, image processing algorithm) Platform: |
Size: 5928960 |
Author:zhxj |
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Description: TPS的遗传算法程序，可以作为演示遗传算法的基本程序-TPS genetic algorithm can be used as genetic algorithms demonstrated the basic procedures Platform: |
Size: 3072 |
Author:刘关俊 |
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Description: 关于简单遗传算法和简单bp网络的程序,其中的矩阵相乘速度很快，而且比较容易扩展，即任意多的输入，任意多的隐含层-on simple genetic algorithms and simple bp network procedures, which the matrix multiply very fast, but relatively easy to expand, or arbitrary number of input and any number of hidden layer Platform: |
Size: 3072 |
Author:benben |
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Description: 利用遗传算法进行图像分割的源程序.基于matlab平台,适合于一维和二维分割.-using genetic algorithms for image segmentation of the source. Matlab-based platform, in a fit- and two-dimensional segmentation. Platform: |
Size: 327680 |
Author:李宏言 |
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Description: 2。《遗传算法——理论、应用与软件实现》，王小平、曹立明编着 西安交通大学出版社 2002年第一版
本书全面系统地介绍了遗传算法的基本理论，重点介绍了遗传算法的经典应用和国内外的新发展。全书共分11章。第1章概述了遗传算法的产生与发展、基本思想、基本操作以及应用情况；第2章介绍了基本遗传算法；第3章论述了遗传算法的数学基础；第4章分析了遗传算法的多种改进方法；第5章初步介绍了进货计算理论体系；第6章介绍了遗传算法应用于数值优化问题；第7章介绍了遗传算法应用于组合优化问题；第8章介绍了遗传算法应用于机器学习；第9章讨论了遗传算法在智能控制中的应用；第10章讨论了遗传算法与人工生命研究的相关问题；第11章介绍了遗传算法在图像处理、模式识别中的应用。-2. "Genetic Algorithm-- theory, application and software," Wang Xiaoping, Li-Ming Cao compile Xi'an Jiaotong University Press in 2002 the first book version of the comprehensive and systematic introduction of the genetic algorithm's basic On focuses on the classical genetic algorithm use and the new development. The book is divided into 11 chapters. Chapter 1 provides an overview of the genetic algorithm for the selection and development of basic ideas, basic operation and the application; Chapter 2 introduces the basic genetic algorithms; Chapter 3 of the genetic basis of a mathematical algorithm; Chapter 4 Analysis of the genetic algorithm approach to improve the variety; Chapter 5 on the initial purchase calculated theoretical system; Chapter 6 on genetic algorithms f Platform: |
Size: 11957248 |
Author:孙东 |
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Description: 4。《演化程序——遗传算法和数据编码的结合》，[英]米凯利维兹着 科学出版社 2000年第一版
本书分三个部分共16章分别介绍了:1.遗传算法的概念、数学原理及方法步骤 2.遗传算法和数据编码联系起来所构成的演化程序 3.演化程序面向一些实际问题的应用。
本书语言生动，结构合理，较少使用专业性术语和深涩词汇，适合面临优化问题的研究生、程序员、设计师、工程师及科研工作人员参考。-4. "Evolutionary process-- genetic coding algorithm and data integration," [E] Mikhail Liweici a 520-531 2000 version of the first book in three parts a total of 16 chapters were introduced : 1. Genetic Algorithm concept mathematical principles and methods of Step 2. genetic algorithms and data coding linked posed by the evolution of procedures 3. Evolution-oriented procedures some of the practical problems of application. The book vivid language, reasonable structure, and less use of professional terminology and vocabulary deep acerbic suitable for optimization problems facing graduate students, programmers, designers, engineers and research personnel. Platform: |
Size: 7555072 |
Author:孙东 |
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Description: 6。《非数值并行算法——遗传算法》，刘勇等着 科学出版社 1995年第一版
本书系统地叙述了非数值并行算法之一的模拟退火算法的基本原理以及最新进展，同时为了便于读者解决实际问题，书中对具体算法的步骤作了详细介绍。本书共分七章，第一章介绍算法的思想、特点。发展过程和前景。第二章介绍算法的基本理论。第三章讨论算法解连续优化问题。第四章利用算法设计和优化神经网络。第五章介绍在组合优化中的应用。第六章介绍应用遗传程序设计解决程序设计自动化问题。第七章对遗传算法和其它适应性算法进行比较。
本书可供高校有关专业的师生、科研人员、工程技术人员阅读参考。-6. "Non- numerical parallel algorithms-- Genetic Algorithm" Liu Yong waiting 520-531 1995 version of the first book to systematically describe the non- numerical parallel algorithms one count of simulated annealing Law and the basic tenets of the latest progress, in order to help readers solve practical problems, book of the specific algorithm steps in detail. The book is divided into seven chapters, the first chapter describes the idea algorithm, characteristics. The development process and prospects. The second chapter describes the basic algorithm theory. The third chapter discusses Algorithm for continuous optimization problems. Chapter IV using the algorithm design and optimization of neural networks. The fifth chapter in combinatorial optimization applications. Chapter V Platform: |
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Author:孙东 |
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Description: 此程序代码为基于遗传算法的PID整定，利用MATLAB编程实现。该程序通过遗传算法实现参数寻优，是一种不需要任何初始信息并可以寻求全局最优解的、高效的优化组合方法。-this procedure code based on genetic algorithms for PID tuning, using MATLAB programming. The procedures through genetic algorithm optimization of the parameters. is a not need any initial information and can find the global optimum, efficient optimization method. Platform: |
Size: 1024 |
Author:周龙 |
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Description: 用遗传算法求解背包问题是南京航空航天大学信息与计算科学专业编写的.本程序利用遗传算法来求解背包问题.采用二进制字符串编码,1表示选择物体,0则不选择.
背包问题描述:在M件物品取出若干件放在空间为W的背包里，每件物品的重量为W1，W·2……Wn，与之相对应的价值为P1,P2……Pn。求出获得最大价值的方案。注意：在本题中，所有的重量值均为整数。-genetic algorithm knapsack problem is the Nanjing University of Aeronautics and Astronautics, Information and Computing Science prepared. The procedure the use of genetic algorithms to solve knapsack problem. binary string encoding, an option objects, 0 no choice. Knapsack Problem Description : M items removed several pieces on the space-W backpack, Each of the weight W1, W 2 ... Wn, the corresponding value of P1, P2 ... Pn. Sought to gain maximum value of the program. NOTE : In this issue, all the weight values are integers. Platform: |
Size: 25600 |
Author:王杰 |
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Description: 关于遗传算法的matlab 程序代码，或许对有些这方面的同仁有用-on Genetic Algorithms Matlab code, perhaps some of us in this regard useful Platform: |
Size: 10061824 |
Author:杨磊 |
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Description: 量子遗传算法并行性好,不易陷入早熟,是目前在遗传算法方面一个比较新研究,该压缩包里包含了大量了一些优秀的量子遗传算法的一些优秀文章.-quantum parallelism of genetic algorithms, and not caught early, which is the genetic algorithm in a relatively new area, The compressed bundle contains a number of outstanding Quantum Genetic Algorithm some excellent articles. Platform: |
Size: 2674688 |
Author:刘洪文 |
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Description: 遗传算法在捷联惯导初始对准中的应用研究 遗传算法在捷联惯导初始对准中的应用研究-Genetic Algorithms in SINS Alignment of research on genetic algorithm in SINS Alignment of Study of Genetic Algorithms in SINS Alignment of the Applied Research Platform: |
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Author:李勇 |
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Description: 英文版,pdf格式。
详细说明：
Title: STL Tutorial and Reference Guide: C++ Programming with the Standard Template Library (2nd Edition)
URL: http://www.amazon.com/exec/obidos/tg/detail/-/0201379236/
ISBN: 0201379236
Author: David R. Musser / Gillmer J. Derge / Atul Saini / Gilmer J. Derge
Publisher: Addison-Wesley
Page: 560
Edition: 2nd edition (March 27, 2001)
Catalog: C++
Format: PDF
Size: 3.8M
Supplier: December
Summary: The Standard Template Library was created as the first library of genetic algorithms and data structures, with four ideas in mind: generic programming, abstractness without loss of efficiency, the Von Neumann computation model, and value semantics. This guide provides a tutorial, a description of each element of the library, and sample applications. The expanded second edition includes new code examples and demonstrations of the use of STL in real-world C++ software development it reflects changes made to STL for the final ANSI/ISO C++ language standard.-The English version, pdf format. Detailed description: Title: STL Tutorial and Reference Guide: C++ Programming with the Standard Template Library (2nd Edition) URL: http://www.amazon.com/exec/obidos/tg/detail/-/0201379236/ISBN : 0201379236Author: David R. Musser/Gillmer J. Derge/Atul Saini/Gilmer J. Derge Publisher: Addison-WesleyPage: 560Edition: 2nd edition (March 27, 2001) Catalog: C++ Format: PDFSize: 3.8MSupplier: DecemberSummary : The Standard Template Library was created as the first library of genetic algorithms and data structures, with four ideas in mind: generic programming, abstractness without loss of efficiency, the Von Neumann computation model, and value semantics. This guide provides a tutorial, a description of each element of the library, and sample applications. The expanded second edition includes new code examples and demonstrations of the use of STL in real-world C++ software development it reflects changes made to STL for the final ANSI/ISO C2B !+ language standard. Platform: |
Size: 3290112 |
Author:蒋进科 |
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Description: 这是一个使用遗传算法用于两类成分识别当中的特征选择问题研究，无论对识别软件设计还是写文章都是有帮助的！-This is a use of genetic algorithms for the two types of components to identify the characteristics of these options, Whether right recognition software design or writing articles are helpful! Platform: |
Size: 7168 |
Author:李明 |
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