Frontiers of Evolutionary Computation: Genetic Algorithms and Evolutionary Computation, cartea 11
Editat de Anil Menonen Limba Engleză Hardback – 29 feb 2004
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Specificații
ISBN-13: 9781402075247
ISBN-10: 1402075243
Pagini: 296
Ilustrații: XXIII, 271 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.64 kg
Ediția:2004
Editura: Springer Us
Colecția Springer
Seria Genetic Algorithms and Evolutionary Computation
Locul publicării:New York, NY, United States
ISBN-10: 1402075243
Pagini: 296
Ilustrații: XXIII, 271 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.64 kg
Ediția:2004
Editura: Springer Us
Colecția Springer
Seria Genetic Algorithms and Evolutionary Computation
Locul publicării:New York, NY, United States
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Public țintă
ResearchCuprins
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.
Recenzii
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)
"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)
Caracteristici
Brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (EC)