
Frontiers of Evolutionary Computation
Anil Menon(Editor)
Springer (Publisher)
Published on 24. March 2013
Book
Paperback/Softback
XXIII, 271 pages
978-1-4757-8494-7 (ISBN)
Description
Frontiers of Evolutionary Computation brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (EC). They explore such topics as the role of building blocks, the balancing of exploration with exploitation, the modeling of EC algorithms, the connection with optimization theory and the role of EC as a meta-heuristic method, to name a few. The articles feature a mixture of informal discussion interspersed with formal statements, thus providing the reader an opportunity to observe a wide range of EC problems from the investigative perspective of world-renowned researchers. These prominent researchers include: -Heinz Muhlenbein, -Kenneth De Jong, -Carlos Cotta and Pablo Moscato, -Lee Altenberg, -Gary A. Kochenberger, Fred Glover, Bahram Alidaee and Cesar Rego, -William G. Macready, -Christopher R. Stephens and Riccardo Poli, -Lothar M. Schmitt, -John R. Koza, Matthew J. Street and Martin A. Keane, -Vivek Balaraman, -Wolfgang Banzhaf and Julian Miller.
Frontiers of Evolutionary Computation is ideal for researchers and students who want to follow the process of EC problem-solving and for those who want to consider what frontiers still await their exploration.
Frontiers of Evolutionary Computation is ideal for researchers and students who want to follow the process of EC problem-solving and for those who want to consider what frontiers still await their exploration.
Reviews / Votes
From the reviews:
"This is a diverse collection of eleven papers that share the common theme of posing open problems and pointing out possible directions of future research, all written by leading researchers in the field of evolutionary computation (EC). . A good starting point for readers who are not familiar with evolutionary computation is provided . . A different approach taken by several authors is the combination of EC with different fields with the aim of enriching and developing EC theory." (Thomas Jansen, Mathematical Reviews, 2005f)
More details
Series
Edition
Softcover reprint of the original 1st ed. 2004
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Research
Illustrations
XXIII, 271 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 17 mm
Weight
452 gr
ISBN-13
978-1-4757-8494-7 (9781475784947)
DOI
10.1007/b116128
Schweitzer Classification
Other editions
Additional editions

Anil Menon
Frontiers of Evolutionary Computation
Book
02/2004
Springer
€106.99
Shipment within 15-20 days
Content
Towards A Theory of Organisms and Evolving Automata.- Two Grand Challenges for EC.- Evolutionary Computation: Challenges and Duties.- Open Problems in the Spectral Analysis of Evolutionary Dynamics.- Solving Combinatorial Optimization Problems Via Reformulation and Adaptive Memory Metaheuristics.- Problems in Optimization.- EC Theory - "in Theory".- Asymptotic Convergence of Scaled Genetic Algorithms to Global Optima.- The Challenge of Producing Human-Competitive Results by Means of Genetic and Evolutionary Computation.- Case Based Reasoning.- The Challenge of Complexity.