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Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems - Volume 2

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Hisashi Handa

    1. Faculty of Science and Technology Department of Infomatics, Kindai University, Higashi-Osaka, Japan

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  2. Hisao Ishibuchi

    1. Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan

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  3. Yew-Soon Ong

    1. School of Computer Engineering, Nanyang Technological University, Singapore, Singapore

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  4. Kay-Chen Tan

    1. Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore

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  • Recent research on Intelligent and Evolutionary Systems
  • Results of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems
  • Written by leading experts from the Asia Pacific region

Part of the book series: Proceedings in Adaptation, Learning and Optimization (PALO, volume 2)

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About this book

This book contains a collection of the papers accepted in the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2014), which was held in Singapore from 10-12th November 2014. The papers contained in this book demonstrate notable intelligent systems with good analytical and/or empirical results.

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Table of contents (53 papers)

  1. Front Matter

    Pages 1-10
    Download chapter PDF

  2. A New Grammatical Evolution Based on Probabilistic Context-free Grammar

    • Hyun-Tae Kim, Chang Wook Ahn
    Pages 1-12

  3. An Adaptive Cauchy Differential Evolution Algorithm with Population Size Reduction and Modified Multiple Mutation Strategies

    • Tae Jong Choi, Chang Wook Ahn
    Pages 13-26

  4. A Bi-level Evolutionary Algorithm for Multi-objective Vehicle Routing Problems with Time Window Constraints

    • Abhishek Gupta, Yew-Soon Ong, Allan N. Zhang, Puay Sew Tan
    Pages 27-38

  5. Analyzing Organization Structures and Performance through Agent-Based Socio-technical Modeling

    • Partha Dutta, Carla Pepe, Hui Xi
    Pages 39-53

  6. A New Sign Distance-Based Ranking Method for Fuzzy Numbers

    • Kok Chin Chai, Kai Meng Tay, Chee Peng Lim
    Pages 55-64

  7. Application of Precise-Spike-Driven Rule in Spiking Neural Networks for Optical Character Recognition

    • Qiang Yu, Sim Kuan Goh, Huajin Tang, Kay Chen Tan
    Pages 65-75

  8. A Hybrid Differential Evolution Algorithm – Game Theory for the Berth Allocation Problem

    • Nasser R. Sabar, Siang Yew Chong, Graham Kendall
    Pages 77-87

  9. Hybrid Differential Evolution and Gravitational Search Algorithm for Nonconvex Economic Dispatch

    • Luong D. Le, Loc D. Ho, Dieu N. Vo, Pandian Vasant
    Pages 89-103

  10. Automatic Evolutionary Music Composition Based on Multi-objective Genetic Algorithm

    • Jae Hun Jeong, Chang Wook Ahn
    Pages 105-115

  11. Integration of Spatial and Spectral Information by Means of Sparse Representation-Based Classification for Hyperspectral Imagery

    • Sen Jia, Yao Xie, Zexuan Zhu
    Pages 117-126

  12. FQZip: Lossless Reference-Based Compression of Next Generation Sequencing Data in FASTQ Format

    • Yongpeng Zhang, Linsen Li, Jun Xiao, Yanli Yang, Zexuan Zhu
    Pages 127-135

  13. Emergent Effects from Simple Mechanisms in Supply Chain Models

    • Gabriel Yee, Yew Soon Ong, Puay Siew Tan
    Pages 137-150

  14. Integrated Solid Waste Management System Design under Uncertainty

    • Jie Xiong, Tsan Sheng Adam Ng, Shuming Wang
    Pages 151-165

  15. A Uniform Evolutionary Algorithm Based on Decomposition and Contraction for Many-Objective Optimization Problems

    • Cai Dai, Yuping Wang, Lijuan Hu
    Pages 167-177

  16. Cell Segmentation Using Binarization and Growing Neural Gas

    • Tomoyuki Hiroyasu, Shunsuke Sekiya, Noriko Koizumi, Naoki Okumura, Utako Yamamoto
    Pages 179-190

  17. Self-adaptive Orthogonal Simplified Swarm Optimization for the Series-Parallel Redundancy Allocation Problem

    • Wei-Chang Yeh, Chia-Ling Huang
    Pages 191-200

  18. Impact of the Length of Optical Flow Vectors in Estimating Time-to-Contact an Obstacle

    • Willson Amalraj Arokiasami, Tan Kay Chen, Dipti Srinivasan, Prahlad Vadakkepat
    Pages 201-213

  19. Evolving Emotion Recognition Module for Intelligent Agent

    • Rahadian Yusuf, Ivan Tanev, Katsunori Shimohara
    Pages 215-226

  20. A Novel Multi-objective Optimization Framework Combining NSGA-II and MOEA/D

    • Xin Qiu, Ye Huang, Kay Chen Tan
    Pages 227-237
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Editors and Affiliations

  • Faculty of Science and Technology Department of Infomatics, Kindai University, Higashi-Osaka, Japan

    Hisashi Handa

  • Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan

    Hisao Ishibuchi

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

    Yew-Soon Ong

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

    Kay-Chen Tan

Bibliographic Information

  • Book Title: Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems - Volume 2

  • Editors: Hisashi Handa, Hisao Ishibuchi, Yew-Soon Ong, Kay-Chen Tan

  • Series Title: Proceedings in Adaptation, Learning and Optimization

  • DOI: https://doi.org/10.1007/978-3-319-13356-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2015

  • Hardcover ISBN: 978-3-319-13355-3Published: 01 December 2014

  • Softcover ISBN: 978-3-319-38620-1Published: 29 October 2016

  • eBook ISBN: 978-3-319-13356-0Published: 04 November 2014

  • Series ISSN: 2363-6084

  • Series E-ISSN: 2363-6092

  • Edition Number: 1

  • Number of Pages: XI, 689

  • Topics: Computational Intelligence, Artificial Intelligence

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