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Simulated Evolution and Learning

8th International Conference, SEAL 2010, Kanpur, India, December 1-4, 2010, Proceedings

  • Conference proceedings
  • © 2010

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Editors:
  1. Kalyanmoy Deb

    1. Department of Mechanical Engineering, Indian Institute of Technology Kanpur, Kanpur, India

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  2. Arnab Bhattacharya

    1. Department of Computer Science andl Engineering, Indian Institute of Technology Kanpur, Kanpur, India

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  3. Nirupam Chakraborti

    1. Department of Metallurgical and Materials Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India

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  4. Partha Chakroborty

    1. Department of Civil Engineering, Indian Institute of Technology Kanpur, Kanpur, India

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  5. Swagatam Das

    1. Department of Electronics and Communication Engineering, Jadavpur University, Kolkata, India

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  6. Joydeep Dutta

    1. Department of Mathematics and Statistics, Indian Institute of Technology Kanpur, Kanpur, India

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  7. Santosh K. Gupta

    1. Department of Chemical Engineering, Indian Institute of Technology Kanpur, Kanpur, India

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  8. Ashu Jain

    1. Department of Civil Engineering, Indian Institute of Technology Kanpur, Kanpur, India

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  9. Varun Aggarwal

    1. Aspiring Minds, New Delhi, India

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  10. Jürgen Branke

    1. Warwick Business School, University of Warwick, Coventry, UK

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  11. Sushil J. Louis

    1. Department of Computer Science and Engineering, University of Nevada, Reno, USA

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  12. Kay Chen Tan

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6457)

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

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Conference proceedings info: SEAL 2010.

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Table of contents (80 papers)

  1. Front Matter

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  2. Invited Paper

    1. Beyond Convexity: New Perspectives in Computational Optimization

      • Narendra Karmarkar
      Pages 1-23

  3. Theoretical Developments

    1. Optimal μ-Distributions for the Hypervolume Indicator for Problems with Linear Bi-objective Fronts: Exact and Exhaustive Results

      • Dimo Brockhoff
      Pages 24-34

    2. A Parallel Algorithm for Solving Large Convex Minimax Problems

      • Ramnik Arora, Utkarsh Upadhyay, Rupesh Tulshyan, J. Dutta
      Pages 35-44

    3. Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme

      • Mahshid Majd, Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
      Pages 45-54

    4. To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition

      • Farzaneh Shoeleh, Ali Hamzeh, Sattar Hashemi
      Pages 55-64

    5. Development of Optimal Control System for Safe Distance of Platooning Using Model Predictive Control

      • Xin Zhao, Dongmei Wu, Yichun Yeh, Harutoshi Ogai
      Pages 65-74

    6. A Comparative Study on Theoretical and Empirical Evolution of Population Variance of Differential Evolution Variants

      • G. Jeyakumar, C. Shunmuga Velayutham
      Pages 75-79

    7. Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods

      • Karel Crombecq, Tom Dhaene
      Pages 80-84

  4. Evolutionary Algorithms and Applications

    1. MP-EDA: A Robust Estimation of Distribution Algorithm with Multiple Probabilistic Models for Global Continuous Optimization

      • Jing-hui Zhong, Jun Zhang, Zhun Fan
      Pages 85-94

    2. A Bi-criterion Approach to Multimodal Optimization: Self-adaptive Approach

      • Amit Saha, Kalyanmoy Deb
      Pages 95-104

    3. On the Flexible Applied Boundary and Support Conditions of Compliant Mechanisms Using Customized Evolutionary Algorithm

      • Deepak Sharma
      Pages 105-114

    4. Intensification Strategies for Extremal Optimisation

      • Marcus Randall, Andrew Lewis
      Pages 115-124

    5. Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems

      • Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo G. Fonseca, Heder S. Bernardino
      Pages 125-134

    6. Evolving Stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation

      • Kun Wang, Vinh Q. Bui, Hussein A. Abbass
      Pages 135-145

    7. Improving Differential Evolution by Altering Steps in EC

      • Nikhil Padhye, Piyush Bhardawaj, Kalyanmoy Deb
      Pages 146-155

    8. A Dynamic Island-Based Genetic Algorithms Framework

      • Frédéric Lardeux, Adrien Goëffon
      Pages 156-165

    9. Solving the Optimal Coverage Problem in Wireless Sensor Networks Using Evolutionary Computation Algorithms

      • Zhi-hui Zhan, Jun Zhang, Zhun Fan
      Pages 166-176

    10. A Comparative Study of Different Variants of Genetic Algorithms for Constrained Optimization

      • Saber M. Elsayed, Ruhul A. Sarker, Daryl L. Essam
      Pages 177-186

    11. Evolutionary FCMAC-BYY Applied to Stream Data Analysis

      • D. Shi, M. Loomes, M. N. Nguyen
      Pages 187-194
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Other volumes

  1. Simulated Evolution and Learning

Editors and Affiliations

  • Department of Mechanical Engineering, Indian Institute of Technology Kanpur, Kanpur, India

    Kalyanmoy Deb

  • Department of Computer Science andl Engineering, Indian Institute of Technology Kanpur, Kanpur, India

    Arnab Bhattacharya

  • Department of Metallurgical and Materials Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India

    Nirupam Chakraborti

  • Department of Civil Engineering, Indian Institute of Technology Kanpur, Kanpur, India

    Partha Chakroborty, Ashu Jain

  • Department of Electronics and Communication Engineering, Jadavpur University, Kolkata, India

    Swagatam Das

  • Department of Mathematics and Statistics, Indian Institute of Technology Kanpur, Kanpur, India

    Joydeep Dutta

  • Department of Chemical Engineering, Indian Institute of Technology Kanpur, Kanpur, India

    Santosh K. Gupta

  • Aspiring Minds, New Delhi, India

    Varun Aggarwal

  • Warwick Business School, University of Warwick, Coventry, UK

    Jürgen Branke

  • Department of Computer Science and Engineering, University of Nevada, Reno, USA

    Sushil J. Louis

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

    Kay Chen Tan

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