Simulated Evolution and Learning

1. Front Matter

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2. Evolutionary Optimization

   1. Solving Dynamic Optimisation Problem with Variable Dimensions

      • AbdelMonaem F. M. AbdAllah, Daryl L. Essam, Ruhul A. Sarker

      Pages 1-12

   2. A Probabilistic Evolutionary Optimization Approach to Compute Quasiparticle Braids

      • Roberto Santana, Ross B. McDonald, Helmut G. Katzgraber

      Pages 13-24

   3. Adaptive System Design by a Simultaneous Evolution of Morphology and Information Processing

      • Olga Smalikho, Markus Olhofer

      Pages 25-36

   4. Generating Software Test Data by Particle Swarm Optimization

      • Ya-Hui Jia, Wei-Neng Chen, Jun Zhang, Jing-Jing Li

      Pages 37-47

   5. A Steady-State Genetic Algorithm for the Dominating Tree Problem

      • Shyam Sundar

      Pages 48-57

   6. Evolution of Developmental Timing for Solving Hierarchically Dependent Deceptive Problems

      • Kouta Hamano, Kei Ohnishi, Mario Köppen

      Pages 58-69

   7. The Introduction of Asymmetry on Traditional 2-Parent Crossover Operators for Crowding and Its Effects

      • Shigeyoshi Tsutsui

      Pages 70-81

   8. The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution

      • Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao

      Pages 82-93

   9. Customized Selection in Estimation of Distribution Algorithms

      • Roberto Santana, Alexander Mendiburu, Jose A. Lozano

      Pages 94-105

   10. A Hybrid GP-Tabu Approach to QoS-Aware Data Intensive Web Service Composition

       • Yang Yu, Hui Ma, Mengjie Zhang

       Pages 106-118

   11. A Modified Screening Estimation of Distribution Algorithm for Large-Scale Continuous Optimization

       • Krishna Manjari Mishra, Marcus Gallagher

       Pages 119-130

   12. Clustering Problems for More Useful Benchmarking of Optimization Algorithms

       • Marcus Gallagher

       Pages 131-142

   13. An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions

       • Martin Drozdik, Kiyoshi Tanaka, Hernan Aguirre, Sebastien Verel, Arnaud Liefooghe, Bilel Derbel

       Pages 143-154

   14. Fuzzy Clustering with Fitness Predator Optimizer for Multivariate Data Problems

       • Shiqin Yang, Yuji Sato

       Pages 155-166

   15. Effects of Mutation and Crossover Operators in the Optimization of Traffic Signal Parameters

       • Rolando Armas, Hernán Aguirre, Kiyoshi Tanaka

       Pages 167-179

   16. A GP Approach to QoS-Aware Web Service Composition and Selection

       • Alexandre Sawczuk da Silva, Hui Ma, Mengjie Zhang

       Pages 180-191

3. Evolutionary Multi-objective Optimization

   1. A Novel Hybrid Multi-objective Optimization Framework: Rotating the Objective Space

      • Xin Qiu, Ye Huang, Jian-Xin Xu, Kay Chen Tan

      Pages 192-203

   2. PaCcET: An Objective Space Transformation to Iteratively Convexify the Pareto Front

      • Logan Yliniemi, Kagan Tumer

      Pages 204-215

   3. Evolving Hard and Easy Traveling Salesman Problem Instances: A Multi-objective Approach

      • He Jiang, Wencheng Sun, Zhilei Ren, Xiaochen Lai, Yong Piao

      Pages 216-227

This volume constitutes the proceedings of the 10th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Dunedin, New Zealand, in December 2014. The 42 full papers and 29 short papers presented were carefully reviewed and selected from 109 submissions. The papers are organized in topical sections on evolutionary optimization; evolutionary multi-objective optimization; evolutionary machine learning; theoretical developments; evolutionary feature reduction; evolutionary scheduling and combinatorial optimization; real world applications and evolutionary image analysis.

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

• Otago University, Dunedin, New Zealand

  Grant Dick

• Victoria University of Welling, New Zealand

  Will N. Browne

• University of Otago, Dunedin, New Zealand

  Peter Whigham

• Unitec Institute of Technology, Victoria University of Wellington, New Zealand

  Mengjie Zhang

• Le Quy Don Technical University, Hanoi, Vietnam

  Lam Thu Bui

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

  Hisao Ishibuchi

• Department of Computing, University of Surrey, Guildford, UK

  Yaochu Jin

• RMIT University, Melbourne, Australia

  Xiaodong Li

• Department of Electrical & Electronic Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, China

  Yuhui Shi

• Indian Institute of Information Technology and Management, Gwalior, India

  Pramod Singh

• Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore

  Kay Chen Tan

• USTC-Birmingham Joint Research Institute in Intelligent Computation and Its Applications (UBRI), School of Computer Science and Technology, University of Science and Technology of China, Hefei, China

  Ke Tang

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