Advances in Computation and Intelligence

1. Front Matter

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2. Section I: Computational Intelligence

   1. A Balanced Ensemble Learning with Adaptive Error Functions

      • Yong Liu

      Pages 1-8

   2. A Self-adaptive Evolutionary Programming Based on Optimum Search Direction

      • Guangming Lin, Xin Lu, Yongsheng Liang, Lishan Kang, Xin Yao

      Pages 9-18

   3. Dynamic Clonal and Chaos-Mutation Evolutionary Algorithm for Function Optimization

      • Ming Yang, Jing Guan

      Pages 19-27

   4. A Parallel Self-adaptive Subspace Searching Algorithm for Solving Dynamic Function Optimization Problems

      • Yan Li, Zhuo Kang, Lishan Kang

      Pages 28-36

   5. Improved GuoTao Algorithm for Unconstrained Optimization Problems

      • Ziyi Chen, Lishan Kang, Lijun Liu

      Pages 37-44

   6. Gene Expression Programming Based on Subexpression Library and Clonal Selection

      • Siqing Xue, Jie Wu

      Pages 45-57

   7. Correlation between Mutations and Self-adaptation in Evolutionary Programming

      • Yong Liu

      Pages 58-66

   8. Representations of Evolutionary Electronics

      • Xuesong Yan, Pan Fang, Qingzhong Liang, Chenyu Hu

      Pages 67-78

3. Section II: Evolutionary Computation

   1. A Novel Particle Swarm Optimization for Constrained Engineering Optimization Problems

      • Minghai Jiao, Jiafu Tang

      Pages 79-88

   2. An Improved Differential Evolution Based on Triple Evolutionary Strategy

      • Yichao He, Yingzhan Kou, Chunpu Shen

      Pages 89-97

   3. Cluster-Degree Analysis and Velocity Compensation Strategy of PSO

      • Quansheng Dou, Zhijun Yu, Zhongzhi Shi, Erkeng Yu, Yongzhi Zheng

      Pages 98-106

   4. Combine LHS with MOEA to Optimize Complex Pareto Set MOPs

      • Jinhua Zheng, Biao Luo, Miqing Li, Jing Li

      Pages 107-116

   5. Energy-Predicted Shortest Routing Tree Algorithm in Wireless Sensor Networks

      • Ming Zhang, Chenglong Gong, Yuan Feng, Chao Liu

      Pages 117-124

   6. Evolutionary Antenna Design via Modified Normalized GT Algorithm

      • Yuanyuan Fan, Qingzhong Liang, Zhenhua Cai, Hui Li

      Pages 125-133

   7. Quantitative Cryptanalysis of Six-Round DES Using Evolutionary Algorithms

      • Fan Yang, Jun Song, Huanguo Zhang

      Pages 134-141

4. Section III: Evolutionary Multi-objective and Dynamic Optimization

   1. A K-Nearest-Neighbors Pareto Rank Assignment Strategy and Compound Crossover Operator Based NSGA-II and Its Applications on Multi-objective Optimization Functions

      • Weiya Guo, Zhenhua Li, Dan Zhao, Tim Wong

      Pages 142-151

   2. A Multi-objective Differential Evolutionary Algorithm Based on Spacial Distance

      • Jinhua Zheng, Jun Wu, Hui Lv

      Pages 152-161

   3. A Novel Opposition-Based Multi-objective Differential Evolution Algorithm for Multi-objective Optimization

      • Lei Peng, Yuanzhen Wang, Guangming Dai

      Pages 162-170

   4. Acquainted Non-convexity Multiresolution Based Optimization for Affine Parameter Estimation in Image Registration

      • J. Dinesh Peter, V. K. Govindan, Abraham T. Mathew

      Pages 171-180

This book constitutes the refereed proceedings of the Third International Symposium on Intelligence Computation and Applications, ISICA 2008, held in Wuhan, China, in December 2008. The 93 revised full papers were carefully reviewed and selected from about 700 submissions. The papers are organized in topical sections on computational intelligence, evolutionary computation, evolutionary multi-objective and dynamic optimization, evolutionary learning systems, neural networks, classification and recognition, bioinformatics and bioengineering, evolutionary data mining and knowledge discovery, intelligent GIS and control, theory of intelligent computation, combinational and numerical optimization, as well as real-world applications.

• bioinformatics
• cognition
• computational intelligence
• data mining
• evolution
• evolutionary computation
• knowledge
• knowledge discovery
• learning
• neural network
• optimization

• Computation Center, Wuhan University, Wuhan, China

  Lishan Kang

• Faculty of Computer Science, China University of Geosciences, Wuhan, Hubei, P.R. China

  Zhihua Cai

• School of Computer Science, China University of Geosciences, Wu-Han, 430074, China Research Center for Space Science and Technology, China University of Geosciences, Wu-Han, China

  Xuesong Yan

• The University of Aizu, Aizu-Wakamatsu City Fukushima, Japan

  Yong Liu

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