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Artificial Evolution

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This post-conference proceedings volume covers all aspects of artificial evolution, including genetic programming, swarm intellig... Weiterlesen
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Beschreibung

This post-conference proceedings volume covers all aspects of artificial evolution, including genetic programming, swarm intelligence, combinatorial and multi-objective optimization, as well as theory and applications.



Inhalt

Genetic Programming.- Treating Noisy Data Sets with Relaxed Genetic Programming.- Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic.- Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming.- Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework.- Swarm Intelligence.- Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO.- Mimetic Variations on Stigmergic Swarm Paintings.- Minimal and Necessary Conditions for the Emergence of Species-Specific Recognition Patterns.- Artificial Ants for the Optimization of Virtual Keyboard Arrangement for Disabled People.- Combinational and Multi-objective Optimization.- Self-organization and Evolution Combined to Address the Vehicle Routing Problem.- An Evolutionary Algorithm for the Block Stacking Problem.- A Study of Evaluation Functions for the Graph K-Coloring Problem.- Genetic Branch-and-Bound or Exact Genetic Algorithm?.- Aerodynamic Topology Optimisation Using an Implicit Representation and a Multiobjective Genetic Algorithm.- Direct and Indirect Representations for Evolutionary Design of Objects.- Adaptive and Assortative Mating Scheme for Evolutionary Multi-Objective Algorithms.- Theory in GA and ES.- The Cooperative Royal Road: Avoiding Hitchhiking.- Conditioning, Halting Criteria and Choosing ?.- Log-Linear Convergence and Optimal Bounds for the (1?+?1)-ES.- Applications of EAs.- Evolution Strategies for Laser Pulse Compression.- Fully Three-Dimensional Tomographic Evolutionary Reconstruction in Nuclear Medicine.- A Study of Crossover Operators for Gene Selection of Microarray Data.- Searching for Glider Guns in Cellular Automata: Exploring Evolutionary and Other Techniques.- A Genetic Algorithm for Generating Improvised Music.- Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny.- Enhanced Genetic Algorithm with Guarantee of Feasibility for the Unit Commitment Problem.- On the Design of Adaptive Control Strategies for Evolutionary Algorithms.- Improvement of Intelligent Optimization by an Experience Feedback Approach.

Produktinformationen

Titel: Artificial Evolution
Untertitel: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers
Editor:
EAN: 9783540793052
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 330
Veröffentlichung: 06.05.2008
Dateigrösse: 14.8 MB

Weitere Bände aus der Buchreihe "Lecture Notes in Computer Science"