Artificial Evolution Book by Jin-Kao Hao - Bookswagon
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Artificial Evolution

Artificial Evolution


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About the Book

Ant Colony Optimization.- An Immigrants Scheme Based on Environmental Information for Ant Colony Optimization for the Dynamic Travelling Salesman Problem.- Multi Objective Optimization.- A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization.- The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators.- Analysis A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize.- Local Optima Networks with Escape Edges.- Visual Analysis of Population Scatterplots.- Implementation and Robotics An On-Line On-Board Distributed Algorithm for Evolutionary Robotics.- Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm.- Two Ports of a Full Evolutionary Algorithm onto GPGPU.- Combinatorial Optimization.- A Multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers.- An Improved Memetic Algorithm for the Antibandwidth Problem.- Learning and Parameter Tuning Adaptive Play in a Pollution Bargaining Game.- Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning.- New Nature Inspired Models.- A Model Based on Biological Invasions for Island Evolutionary Algorithms.- A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme.- Probabilistic Algorithms Evolution of Multisensory Integration in Large Neural Fields.- Reducing the Learning Time of Tetris in Evolution Strategies.- Theory and Evolutionary Search.- Black-Box Complexity: Breaking the O(n log n) Barrier of LeadingOnes.- Applications.- Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems.


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Product Details
  • ISBN-13: 9783642355325
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 229
  • Series Title: English
  • Sub Title: 10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers
  • Width: 156 mm
  • ISBN-10: 3642355323
  • Publisher Date: 17 Nov 2012
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Spine Width: 13 mm
  • Weight: 403 gr


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