Simulated Evolution and Learning

1. Front Matter

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2. Evolutionary Algorithms

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

      • Saber M. Elsayed, Ruhul A. Sarker, Daryl L. Essam

      Pages 1-11

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

      • Kiyoharu Tagawa

      Pages 12-21

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

      • Wenlong Fu, Mark Johnston, Mengjie Zhang

      Pages 22-31

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

      • Amadeo Ascó, Jason A. D. Atkin, Edmund K. Burke

      Pages 32-41

   5. A Non-parametric Statistical Dominance Operator for Noisy Multiobjective Optimization

      • Dung H. Phan, Junichi Suzuki

      Pages 42-51

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

      • Marwa Khater, Elham Salehi, Robin Gras

      Pages 52-61

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

      • Mohsen Davarynejad, Zary Forghany, Jan van den Berg

      Pages 62-72

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

      • Bin Zhang, Kamran Shafi, Hussein A. Abbass

      Pages 73-82

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

      • Mostafa Ellabaan, Xianshun Chen, Nguyen Quang Huy

      Pages 83-92

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

       • Hisao Ishibuchi, Masakazu Yamane, Yusuke Nojima

       Pages 93-103

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

       • Ahmed Kafafy, Ahmed Bounekkar, Stéphane Bonnevay

       Pages 104-116

3. Theoretical Developments

   1. Guided Reproduction in Differential Evolution

      • Prashant Singh Rana, Harish Sharma, Mahua Bhattacharya, Anupam Shukla

      Pages 117-127

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

      • Una Benlic, Jin-Kao Hao

      Pages 128-137

   3. XCS with Adaptive Action Mapping

      • Masaya Nakata, Pier Luca Lanzi, Keiki Takadama

      Pages 138-147

   4. DEAL: A Direction-Guided Evolutionary Algorithm

      • Cuong C. Vu, Lam Thu Bui, Hussein A. Abbass

      Pages 148-157

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

      • Susanne Rosenthal, Nail El-Sourani, Markus Borschbach

      Pages 158-167

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

      • Eman Sayed, Daryl Essam, Ruhul Sarker

      Pages 168-177

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

      • Rohitash Chandra, Mengjie Zhang, Lifeng Peng

      Pages 178-187

4. Swarm Intelligence

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

      • Hoang Xuan Huan, Dong Do Duc, Nguyen Manh Ha

      Pages 188-197

This volume constitutes the proceedings of the 9th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Hanoi, Vietnam, in December 2012.
The 50 full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on evolutionary algorithms, theoretical developments, swarm intelligence, data mining, learning methodologies, and real-world applications.

• evolutionary algorithm
• fuzzy logic system
• multi-agents system
• multi-modal optimization
• parallel processing

• Faculty of Information Technology, Le Quy Don Technical University, Hanoi, Vietnam

  Lam Thu Bui

• School of Computer Engineering, Nanyang Technological University, Singapore, Singapore

  Yew Soon Ong

• Faculty of Information Technology,, Hanoi University, Hanoi, Vietnam

  Nguyen Xuan Hoai

• Graduate School of Engineering, Department of Computer Science, Osaka Prefecture University, Sakai, Japan

  Hisao Ishibuchi

• School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

  Ponnuthurai Nagaratnam Suganthan

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