Genetic Algorithm Programming Environments

✍ Scribed by Jose R., Cesare A., Philip T.

Tongue: English
Leaves: 35
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Paper, 35 p, Department of Computer Science – University College London.
Interest in Genetic algorithms is expanding rapidly. This paper reviews software environments for programming Genetic Algorithms (GAs). As background, we initially preview genetic algorithms' models and their programming. Next we classify GA software environments into three main
categories: Application-oriented, Algorithm-oriented and Tool-Kits. For each category of GA programming environment we review their common features and present a case study of a leading environment.

✦ Subjects

Информатика и вычислительная техника;Искусственный интеллект;Эволюционные алгоритмы

📜 SIMILAR VOLUMES

Genetic Algorithms and Genetic Programmi

📁 Genetic Algorithms and Genetic Programming in Computational Finance

✍ Shu-Heng Chen (auth.), Shu-Heng Chen (eds.) 📂 Library 📅 2002 🏛 Springer US 🌐 English

<p>After a decade of development, genetic algorithms and genetic programming have become a widely accepted toolkit for computational finance. <STRONG>Genetic Algorithms and Genetic Programming in Computational Finance</STRONG> is a pioneering volume devoted entirely to a systematic and comprehensive

Genetic Algorithms + Data Structures = E

📁 Genetic Algorithms + Data Structures = Evolution Programs

✍ Zbigniew Michalewicz 📂 Library 📅 1996 🏛 Springer 🌐 English

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the travelin

Genetic Algorithms + Data Structures = E

📁 Genetic Algorithms + Data Structures = Evolution Programs

✍ Zbigniew Michalewicz (auth.) 📂 Library 📅 1992 🏛 Springer Berlin Heidelberg 🌐 English

Genetic Algorithms + Data Structures = E

📁 Genetic Algorithms + Data Structures = Evolution Programs

✍ Zbigniew Michalewicz (auth.) 📂 Library 📅 1994 🏛 Springer Berlin Heidelberg 🌐 English

Genetic Algorithms + Data Structures = E

📁 Genetic Algorithms + Data Structures = Evolution Programs

✍ Zbigniew Michalewicz 📂 Library 📅 1998 🏛 Springer-Verlag 🌐 English

Zbigniew Michalewicz's Genetic Algorithms + Data Structures = Evolution Programs has three sections. The first section is a straightforward introduction to genetic algorithms. In the second section, Michalewicz describes how to apply genetic algorithms to numerical optimization. Michalewicz, who is

Genetic Algorithms Data Structures Evolu

📁 Genetic Algorithms Data Structures Evolution Programs

✍ Michalewicz Zbigniew 📂 Library 🏛 Springer 🌐 English