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  • Conference proceedings
  • © 2015

Advances in Swarm and Computational Intelligence

6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9140)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): ICSI: International Conference on Swarm Intelligence

Conference proceedings info: ICSI 2015.

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Table of contents (62 papers)

  1. Front Matter

    Pages I-XXXI
  2. Novel Swarm-based Optimization Algorithms and Applications

    1. Front Matter

      Pages 1-1
    2. Effects of Topological Variations on Opinion Dynamics Optimizer

      • Rishemjit Kaur, Ritesh Kumar, Amol P Bhondekar, Reiji Suzuki, Takaya Arita
      Pages 3-13
    3. Utilizing Abstract Phase Spaces in Swarm Design and Validation

      • Sanza Kazadi, Dexin Jin, M. Li
      Pages 14-29
    4. Solving the Set Covering Problem with Binary Cat Swarm Optimization

      • Broderick Crawford, Ricardo Soto, Natalia Berríos, Franklin Johnson, Fernando Paredes
      Pages 41-48
    5. Bird Mating Optimizer in Structural Damage Identification

      • H. Li, J. K. Liu, Z. R. Lu
      Pages 49-56
    6. A Physarum-Inspired Vacant-Particle Model with Shrinkage for Transport Network Design

      • Yuxin Liu, Chao Gao, Mingxin Liang, Li Tao, Zili Zhang
      Pages 74-81
    7. Bean Optimization Algorithm Based on Negative Binomial Distribution

      • Tinghao Feng, Qilian Xie, Haiying Hu, Liangtu Song, Chaoyuan Cui, Xiaoming Zhang
      Pages 82-88
    8. On the Application of Co-Operative Swarm Optimization in the Solution of Crystal Structures from X-Ray Diffraction Data

      • Alexandr Zaloga, Sergey Burakov, Eugene Semenkin, Igor Yakimov, Shakhnaz Akhmedova, Maria Semenkina et al.
      Pages 89-96
  3. Particle Swarm Optimization

    1. Front Matter

      Pages 97-97
    2. Swarm Diversity Analysis of Particle Swarm Optimization

      • Yuanxia Shen, Linna Wei, Chuanhua Zeng
      Pages 99-106
    3. A Self-learning Bare-Bones Particle Swarms Optimization Algorithm

      • Jian Chen, Yuanxia Shen, Xiaoyan Wang
      Pages 107-114
    4. Improved DPSO Algorithm with Dynamically Changing Inertia Weight

      • Jing Xin, Cuicui Yan, Xiangshuai Han
      Pages 115-123
    5. A Population-Based Clustering Technique Using Particle Swarm Optimization and K-Means

      • Ben Niu, Qiqi Duan, Lijing Tan, Chao Liu, Ping Liang
      Pages 145-152
    6. A Novel Boundary Based Multiobjective Particle Swarm Optimization

      • Fushan Li, Shufang Xie, Qingjian Ni
      Pages 153-163

Other Volumes

  1. Advances in Swarm and Computational Intelligence

    6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I
  2. Advances in Swarm and Computational Intelligence

    6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, June 25-28, 2015, Proceedings, Part II
  3. Advances in Swarm and Computational Intelligence

    6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part III

About this book

This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015. The 161 revised full papers presented were carefully reviewed and selected from 294 submissions. The papers are organized in 28 cohesive sections covering all major topics of swarm intelligence and computational intelligence research and development, such as novel swarm-based optimization algorithms and applications; particle swarm opt8imization; ant colony optimization; artificial bee colony algorithms; evolutionary and genetic algorithms; differential evolution; brain storm optimization algorithm; biogeography based optimization; cuckoo search; hybrid methods; multi-objective optimization; multi-agent systems and swarm robotics; Neural networks and fuzzy methods; data mining approaches; information security; automation control; combinatorial optimization algorithms; scheduling and path planning; machine learning; blind sources separation; swarm interaction behavior; parameters and system optimization; neural networks; evolutionary and genetic algorithms; fuzzy systems; forecasting algorithms; classification; tracking analysis; simulation; image and texture analysis; dimension reduction; system optimization; segmentation and detection system; machine translation; virtual management and disaster analysis.

Keywords

  • Algorithms
  • Ant colony optimization
  • Big data
  • Biologically inspired algorithms
  • Cellular automata
  • Cloud computing
  • Collaborative modeling
  • Constrained optimization
  • Data mining
  • Evolutionary algorithm
  • Genetic algorithm
  • Informatidn hiding
  • Machine learning
  • Multi-agent system
  • Neural networks
  • Ontology
  • Optimization
  • Particle swarm optimization
  • Pattern recognition
  • Simulation and modeling

Editors and Affiliations

  • Peking University, Beijing, China

    Ying Tan

  • Xi'an Jiaotong-Liverpool University, Suzhou, China

    Yuhui Shi

  • Universidade de Pernambuco, Recife, Brazil

    Fernando Buarque

  • Instituto Politécnico Nacional, Mexico, Mexico

    Alexander Gelbukh

  • Indian Statistical Institute, Kolkata, India

    Swagatam Das

  • University of Pretoria, Pretoria, South Africa

    Andries Engelbrecht

Bibliographic Information

  • Book Title: Advances in Swarm and Computational Intelligence

  • Book Subtitle: 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I

  • Editors: Ying Tan, Yuhui Shi, Fernando Buarque, Alexander Gelbukh, Swagatam Das, Andries Engelbrecht

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-20466-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Softcover ISBN: 978-3-319-20465-9

  • eBook ISBN: 978-3-319-20466-6

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXXI, 600

  • Number of Illustrations: 217 b/w illustrations

  • Topics: Algorithms, Numerical Analysis, Data Mining and Knowledge Discovery, Computer Modelling, Artificial Intelligence

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-20466-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 99.99
Price excludes VAT (USA)