عنوان

Foundations of genetic algorithms 6 /

(Number (ISBN

0080506879

(Number (ISBN

155860734X

(Number (ISBN

9780080506876

(Number (ISBN

9781558607347

Number

b793081

Title Proper

Foundations of genetic algorithms 6 /

General Material Designation

[Book]

First Statement of Responsibility

edited by Worthy N. Martin and William M. Spears.

Place of Publication, Distribution, etc.

San Francisco, Calif. :

Name of Publisher, Distributor, etc.

Morgan Kaufmann,

Date of Publication, Distribution, etc.

©2001.

Specific Material Designation and Extent of Item

1 online resource (342 pages) :

Other Physical Details

illustrations.

Series Title

The Morgan Kaufmann series in evolutionary computation,

ISSN of Series

1081-6593

Text of Note

"The 2000 Foundations of Genetic Algorithms (FOGA-6) workshop was the sixth biennial meeting in this series of workshops"--Page 1.

Text of Note

Includes bibliographical references and indexes.

Text of Note

Front Cover; Foundations of Genetic Algorithms6; Copyright Page; Contents; Chapter 1. Introduction; Chapter 2. Overcoming Fitness Barriers in Multi-Modal Search Spaces; Chapter 3. Niches in NK-Landscapes; Chapter 4. New Methods for Tunable, Random Landscapes; Chapter 5. Analysis of Recombinative Algorithms on a Non-Separable Building-Block Problem; Chapter 6. Direct Statistical Estimation of GA Landscape Properties; Chapter 7. Comparing Population Mean Curves; Chapter 8. Local Performance of the ((/(I, () -ES in a Noisy Environment

Text of Note

Chapter 17. Local Search and High Precision Gray Codes: Convergence Results and NeighborhoodsChapter 18. Burden and Benefits of Redundancy; Author Index; Key Word Index

Text of Note

Chapter 9. Recursive Conditional Scheme Theorem, Convergence and Population Sizing in Genetic AlgorithmsChapter 10. Towards a Theory of Strong Overgeneral Classifiers; Chapter 11. Evolutionary Optimization through PAC Learning; Chapter 12. Continuous Dynamical System Models of Steady-State Genetic Algorithms; Chapter 13. Mutation-Selection Algorithm: A Large Deviation Approach; Chapter 14. The Equilibrium and Transient Behavior of Mutation and Recombination; Chapter 15. The Mixing Rate of Different Crossover Operators; Chapter 16. Dynamic Parameter Control in Simple Evolutionary Algorithms

0

8

8

Text of Note

Foundations of Genetic Algorithms, Volume 6 is the latest in a series of books that records the prestigious Foundations of Genetic Algorithms Workshops, sponsored and organised by the International Society of Genetic Algorithms specifically to address theoretical publications on genetic algorithms and classifier systems. Genetic algorithms are one of the more successful machine learning methods. Based on the metaphor of natural evolution, a genetic algorithm searches the available information in any given task and seeks the optimum solution by replacing weaker populations with stronger ones. Includes research from academia, government laboratories, and industry Contains high calibre papers which have been extensively reviewed Continues the tradition of presenting not only current theoretical work but also issues that could shape future research in the field Ideal for researchers in machine learning, specifically those involved with evolutionary computation.

Source for Acquisition/Subscription Address

Elsevier Science & Technology

Stock Number

97080:97080

Title

Foundations of genetic algorithms 6.

Title

Foundations of genetic algorithms 6.

International Standard Book Number

9781558607347

Parallel Title

Foundations of genetic algorithms six

Genetic algorithms, Congresses.

Algorithms.

Genetics.

COMPUTERS-- Enterprise Applications-- Business Intelligence Tools.

COMPUTERS-- Intelligence (AI) & Semantics.

Genetic algorithms.

Genetische algoritmen.

COM-- 004000

COM-- 005030

Number

Edition

Class number

Book number

Martin, W. N., (Worthy N.)

Spears, William M.,1962-

Workshop on Foundations of Genetic Algorithms(6th :2000 :, Charlottesville, Va.)

Date of Transaction

20201207061724.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y