Simulated Evolution and Learning

9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings

ISBN: 978-3-642-34858-7 (Print) 978-3-642-34859-4 (Online)

Table of contents (50 chapters)

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  1. Front Matter

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  2. Evolutionary Algorithms

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      Pages 1-11

      The Influence of the Number of Initial Feasible Solutions on the Performance of an Evolutionary Optimization Algorithm

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      Pages 12-21

      Concurrent Differential Evolution Based on Generational Model for Multi-core CPUs

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      Pages 22-31

      Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection

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      Pages 32-41

      An Evolutionary Algorithm for the Over-constrained Airport Baggage Sorting Station Assignment Problem

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      Pages 42-51

      A Non-parametric Statistical Dominance Operator for Noisy Multiobjective Optimization

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      Pages 52-61

      The Emergence of New Genes in EcoSim and Its Effect on Fitness

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      Pages 62-72

      Mass-Dispersed Gravitational Search Algorithm for Gene Regulatory Network Model Parameter Identification

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      Pages 73-82

      A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem

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      Pages 83-92

      Multi-modal Valley-Adaptive Memetic Algorithm for Efficient Discovery of First-Order Saddle Points

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      Pages 93-103

      Ensemble Fuzzy Rule-Based Classifier Design by Parallel Distributed Fuzzy GBML Algorithms

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      Pages 104-116

      HEMH2: An Improved Hybrid Evolutionary Metaheuristics for 0/1 Multiobjective Knapsack Problems

  3. Theoretical Developments

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      Pages 117-127

      Guided Reproduction in Differential Evolution

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      Pages 128-137

      A Study of Breakout Local Search for the Minimum Sum Coloring Problem

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      Pages 138-147

      XCS with Adaptive Action Mapping

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      Pages 148-157

      DEAL: A Direction-Guided Evolutionary Algorithm

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      Pages 158-167

      Introduction of a Mutation Specific Fast Non-dominated Sorting GA Evolved for Biochemical Optimizations

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      Pages 168-177

      Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems

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      Pages 178-187

      Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements

  4. Swarm Intelligence

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      Pages 188-197

      An Efficient Two-Phase Ant Colony Optimization Algorithm for the Closest String Problem

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      Pages 198-207

      Evolution of Intrinsic Motives in Multi-agent Simulations

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