Artificial Evolution : 7th International Conference, Evolution Artificielle, EA 2005, Revised Selected Papers - El-ghazali Talbi

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Artificial Evolution

7th International Conference, Evolution Artificielle, EA 2005, Revised Selected Papers

By: El-ghazali Talbi (Editor), Pierre Liardet (Editor), Pierre Collet (Editor)

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Paperback | 18 April 2006

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328 Pages

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22.86 x 15.24 x 1.91

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This book constitutes the thoroughly refereed post-proceedings of the 7th International Conference on Artificial Evolution, EA 2005, held in Lille, France, in October 2005. The 26 revised full papers presented were carefully reviewed and selected from 78 submissions. The papers cover all aspects of artificial evolution: genetic programming, machine learning, combinatorial optimization, co-evolution, self-assembling, artificial life and bioinformatics.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Programming & Software Development Algorithms & Data Structures Computer Science Artificial Intelligence Computer Vision Science Biology, Life Sciences Life Sciences in General Evolution Human-Computer Interaction

User Interface Design & Usability Pattern Recognition Mathematical Theory of Computation

Santa Fe Trail hazards	p. 1
Size control with maximum homologous crossover	p. 13
A new classification-rule pruning procedure for an ant colony algorithm	p. 25
Swarm-based distributed clustering in peer-to-peer systems	p. 37
Simultaneous optimization of weights and structure of an RBF neural network	p. 49
An exponential representation in the API algorithm for hidden Markov models training	p. 61
Memetic algorithms for the MinLA problem	p. 73
Niching in evolution strategies and its application to laser pulse shaping	p. 85
A modified genetic algorithm for the beam angle optimization problem in intensity-modulated radiotherapy planning	p. 97
On a property analysis of representations for spanning tree problems	p. 107
A cooperative multilevel tabu search algorithm for the covering design problem	p. 119
Enhancements of NSGA II and its application to the vehicle routing problem with route balancing	p. 131
The importance of scalabitity when comparing dynamic weighted aggregation and Pareto front techniques	p. 143
A backbone-based co-evolutionary heuristic for partial MAX-SAT	p. 155
Analysing co-evolution among artificial 3D creatures	p. 167
A critical view of the evolutionary design of self-assembling systems	p. 179
Algorithmic self-assembly by accretion and by carving in MGS	p. 189
Evolutionary design of a DDPD model of ligation	p. 201
Population structure and artificial evolution	p. 213
Outlines of artificial life : a brief history of evolutionary individual based models	p. 226
An enhanced genetic algorithm for protein structure prediction using the 2D hydrophobic-polar model	p. 238
Incorporating knowledge of secondary structures in a L-system-based encoding for protein folding	p. 247
The electromagnetism meta-heuristic applied to the resource-constrained project scheduling problem	p. 259
Applications of racing algorithms : an industrial perspective	p. 271
An immunological algorithm for global numerical optimization	p. 284
Algorithms (X, sigma, eta) : quasi-random mutations for evolution strategies	p. 296
Table of Contents provided by Blackwell. All Rights Reserved.

Artificial Evolution

7th International Conference, Evolution Artificielle, EA 2005, Revised Selected Papers

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Paperback

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