Artificial evolution : 7th international conference, Evolution Artificielle, EA 2005, Lille, France, October 26-28, 2005 : revised selected papers / / El-Ghazali Talbi ... [et al.] (eds.)

• Record Nr.: UNINA9910484696003321
• Pubbl/distr/stampa: Berlin ; ; New York, : Springer, c2006
• ISBN: 3-540-33590-0
• Edizione: [1st ed. 2006.]
• Descrizione fisica: 1 online resource (XI, 310 p.)
• Collana: Lecture notes in computer science ; ; 3871; LNCS sublibrary. SL 1, Theoretical computer science and general issues
• Altri autori (Persone): TalbiEl-Ghazali <1965->
• Disciplina: 005.1
• Soggetti: Evolutionary programming (Computer science); Genetic algorithms
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Genetic Programming -- Santa Fe Trail Hazards -- Size Control with Maximum Homologous Crossover -- Machine Learning -- A New Classification-Rule Pruning Procedure for an Ant Colony Algorithm -- Swarm-Based Distributed Clustering in Peer-to-Peer Systems -- Simultaneous Optimization of Weights and Structure of an RBF Neural Network -- An Exponential Representation in the API Algorithm for Hidden Markov Models Training -- Applications -- Memetic Algorithms for the MinLA Problem -- Niching in Evolution Strategies and Its Application to Laser Pulse Shaping -- A Modified Genetic Algorithm for the Beam Angle Optimization Problem in Intensity-Modulated Radiotherapy Planning -- Combinatorial Optimization -- On a Property Analysis of Representations for Spanning Tree Problems -- A Cooperative Multilevel Tabu Search Algorithm for the Covering Design Problem -- Enhancements of NSGA II and Its Application to the Vehicle Routing Problem with Route Balancing -- The Importance of Scalability When Comparing Dynamic Weighted Aggregation and Pareto Front Techniques -- Co-evolution -- A Backbone-Based Co-evolutionary Heuristic for Partial MAX-SAT -- Analysing Co-evolution Among Artificial 3D Creatures -- Self-assembling -- A Critical View of the Evolutionary Design of Self-assembling Systems -- Algorithmic Self-assembly by Accretion and by Carving in MGS -- Evolutionary Design of ; a DDPD Model of Ligation -- Artificial Life and Bioinformatics -- Population Structure and Artificial Evolution -- Outlines of Artificial Life: A Brief History of Evolutionary Individual Based Models -- An Enhanced Genetic Algorithm for Protein Structure Prediction Using the 2D Hydrophobic-Polar Model -- Incorporating Knowledge of Secondary Structures in a L-System-Based Encoding for Protein Folding -- Advances -- The Electromagnetism Meta-heuristic Applied to the Resource-Constrained Project Scheduling Problem -- Applications of Racing Algorithms: An Industrial Perspective -- An Immunological Algorithm for Global Numerical Optimization -- Algorithms (X, sigma, eta): Quasi-random Mutations for Evolution Strategies.