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Computational Intelligence and Intelligent Systems

7th International Symposium, ISICA 2015, Guangzhou, China, November 21-22, 2015, Revised Selected Papers

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Kangshun Li

    1. College of Mathematics and Informatics, The South China Agricultural University, Guangzhou, China

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  2. Jin Li

    1. School of Computer Science, Guangzhou University, Guangzhou, China

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  3. Yong Liu

    1. School of Computer Science and Engineeri, The University of Aizu, Aizu-Wakamatsu, Fukushima, Japan

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  4. Aniello Castiglione

    1. Dept. of Informatics, University of Salerno, Fisciano, Italy

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 575)

Included in the following conference series:

Conference proceedings info: ISICA 2015.

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Table of contents (76 papers)

  1. Front Matter

    Pages I-XV
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  2. Evolutionary Algorithms

    1. Front Matter

      Pages 1-1
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    2. A Hybrid Group Search Optimizer with Opposition-Based Learning and Differential Evolution

      • Chengwang Xie, Wenjing Chen, Weiwei Yu
      Pages 3-12

    3. A New Firefly Algorithm with Local Search for Numerical Optimization

      • Hui Wang, Wenjun Wang, Hui Sun, Jia Zhao, Hai Zhang, Jin Liu et al.
      Pages 13-22

    4. A New Trend Peak Algorithm with X-ray Image for Wheel Hubs Detection and Recognition

      • Wei Li, Kangshun Li, Ying Huang, Xiaoyang Deng
      Pages 23-31

    5. Community Detection Based on an Improved Genetic Algorithm

      • Kangshun Li, Lu Xiong
      Pages 32-39

    6. Selecting Training Samples from Large-Scale Remote-Sensing Samples Using an Active Learning Algorithm

      • Yan Guo, Li Ma, Fei Zhu, Fujiang Liu
      Pages 40-51

    7. Coverage Optimization for Wireless Sensor Networks by Evolutionary Algorithm

      • Kangshun Li, Zhichao Wen, Shen Li
      Pages 52-63

    8. Combining Dynamic Constrained Many-Objective Optimization with DE to Solve Constrained Optimization Problems

      • Xi Li, Sanyou Zeng, Liting Zhang, Guilin Zhang
      Pages 64-73

    9. Executing Time and Cost-Aware Task Scheduling in Hybrid Cloud Using a Modified DE Algorithm

      • Yuanyuan Fan, Qingzhong Liang, Yunsong Chen, Xuesong Yan, Chengyu Hu, Hong Yao et al.
      Pages 74-83

    10. A Novel Differential Evolution Algorithm Based on JADE for Constrained Optimization

      • Kangshun Li, Lei Zuo, Wei Li, Lei Yang
      Pages 84-94

    11. A New Ant Colony Classification Mining Algorithm

      • Lei Yang, Kangshun Li, Wensheng Zhang, Yan Chen, Wei Li, Xinghao Bi
      Pages 95-106

    12. A Dynamic Search Space Strategy for Swarm Intelligence

      • Shui-Ping Zhang, Wang Bi, Xue-Jiao Wang
      Pages 107-115

    13. Adaptive Mutation Opposition-Based Particle Swarm Optimization

      • Lanlan Kang, Wenyong Dong, Kangshun Li
      Pages 116-128

    14. Quick Convergence Algorithm of ACO Based on Convergence Grads Expectation

      • Zhongming Yang, Yong Qin, Huang Han, Yunfu Jia
      Pages 129-138

    15. A New GEP Algorithm and Its Applications in Vegetable Price Forecasting Modeling Problems

      • Lei Yang, Kangshun Li, Wensheng Zhang, Yaolang Kong
      Pages 139-149

    16. An Optimized Clustering Algorithm Using Improved Gene Expression Programming

      • Shuling Yang, Kangshun Li, Wei Li, Weiguang Chen
      Pages 150-160

    17. Predicting Acute Hypotensive Episodes Based on Multi GP

      • Dazhi Jiang, Bo Hu, Zhijian Wu
      Pages 161-170

    18. Research on Evolution Mechanism in Different-Structure Module Redundancy Fault-Tolerant System

      • Xiaoyan Yang, Yuanxiang Li, Cheng Fang, Cong Nie, Fuchuan Ni
      Pages 171-180

  3. Intelligent Simulation Algorithms

    1. Front Matter

      Pages 181-181
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Other volumes

  1. Computational Intelligence and Intelligent Systems

Keywords

About this book

This book constitutes the refereed proceedings of the 7th International Symposium on Intelligence Computation and Applications, ISICA 2015, held in Guangzhou, China, in November 2015.

The 77 revised full papers presented were carefully reviewed and selected from 189 submissions. The papers feature the most up-to-date research in analysis and theory of evolutionary computation, neural network architectures and learning; neuro-dynamics and neuro-engineering; fuzzy logic and control; collective intelligence and hybrid systems; deep learning; knowledge discovery; learning and reasoning.

Editors and Affiliations

  • College of Mathematics and Informatics, The South China Agricultural University, Guangzhou, China

    Kangshun Li

  • School of Computer Science, Guangzhou University, Guangzhou, China

    Jin Li

  • School of Computer Science and Engineeri, The University of Aizu, Aizu-Wakamatsu, Fukushima, Japan

    Yong Liu

  • Dept. of Informatics, University of Salerno, Fisciano, Italy

    Aniello Castiglione

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