Cellular genetic algorithms

著者

• Alba, Enrique
• Dorronsoro, Bernabé

書誌事項

Cellular genetic algorithms

Enrique Alba and Bernabé Dorronsoro

（Operations research/computer science interface series, 42）

Springer, c2008

注記

Includes bibliographical references (p. [225]-242) and index

内容説明・目次

内容説明

Cellular Genetic Algorithms defines a new class of optimization algorithms based on the concepts of structured populations and Genetic Algorithms (GAs). The authors explain and demonstrate the validity of these cellular genetic algorithms throughout the book with equal and parallel emphasis on both theory and practice. This book is a key source for studying and designing cellular GAs, as well as a self-contained primary reference book for these algorithms.

目次

I Introduction.- to Cellular Genetic Algorithms.- The State of the Art in Cellular Evolutionary Algorithms.- II Characterizing Cellular Genetic Algorithms.- On the Effects of Structuring the Population.- Some Theory: A Selection Pressure Study on cGAs.- III Algorithmic Models and Extensions.- Algorithmic and Experimental Design.- Design of Self-adaptive cGAs.- Design of Cellular Memetic Algorithms.- Design of Parallel Cellular Genetic Algorithms.- Designing Cellular Genetic Algorithms for Multi-objective Optimization.- Other Cellular Models.- Software for cGAs: The JCell Framework.- IV Applications of cGAs.- Continuous Optimization.- Logistics: The Vehicle Routing Problem.- Telecommunications: Optimization of the Broadcasting Process in MANETs.- Bioinformatics: The DNA Fragment Assembly Problem.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA86298690
• ISBN:
  • 9780387776095
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York
• ページ数/冊数: xiii, 245 p.
• 大きさ: 25 cm
• 親書誌ID:
  • BA20699690