(2011) On some basic concepts of genetic algorithms as a meta- heuristic method for solving of optimization problems - a review, A Journal of Software Engineering and Applications, Vol. 4, No. 8, pp. 482-486, doi: 10.4236/jsea.2011.48055. http://www.scirp.org/journal/jsea....
This chapter introduces the basic concepts and notation of genetic algorithms and simulated annealing, which are two basic search methodologies that can be used for modelling and simulation of complex non-linear dynamical systems. Since both techniques can be considered as general purpose optimization me...
摘要: Summary This chapter contains sections titled: The Basic Scheme Finding the Minimum of a Function Ground States of One-dimensional Quantum Systems Orbital Parameters of Interacting Galaxies关键词: genetic algorithms quantum systems orbital parameters interacting galaxies ...
This chapter presents the fundamental concepts of genetic algorithms (GAs) that have become an essential tool for solving optimization problems in a wide variety of fields. The first part of this chapter is devoted to the revision of the basic components for the design of GAs. We illustrate ...
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It also touches upon the basic concepts of Genetic Algorithms. Section 2 focuses on related work of existing research. The proposed methodology is illustrated in Section 3 which first shows the basic block diagram of the overall steps involved and their descriptions. All the results obtained have ...
Genetic Algorithms and Genetic Programming 电子书 读后感 评分☆☆☆ 评分☆☆☆ 评分☆☆☆ 评分☆☆☆ 评分☆☆☆ 类似图书 点击查看全场最低价 出版者:CRC Pr I Llc作者:Affenzeller, Michael/ Wagner, Stefan/ Winkler, Stephan/ Braune, Roland出品人:页数:365译者:出版时间:...
Genetic algorithms and its application to spectral analysis Genetic algorithm derived from the principle of natural selection and the concepts of genetics is a global search method, which is not only highly effective but also parallel. Its essential theory, operating method, application to spectr......
finding a considerably good solution can take a while, or it may be impossible. This is where genetic algorithms come in to the game. In this article, I assume that you are familiar with the basic concepts of genetic algorithms, and I won't describe them in detail because it has been ...
Recently proved successful for variants of the vehicle routing problem (VRP) involving time windows, genetic algorithms have not yet shown to compete or challenge current best search techniques in solving the classical capacitated VRP. A new hybrid genetic algorithm to address the capacitated VRP is ...