Swarm, Evolutionary, and Memetic Computing

1. Front Matter

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2. Critical Issues in Model-Based Surrogate Functions in Estimation of Distribution Algorithms

   • Roberto Santana, Alexander Mendiburu, Jose A. Lozano

   Pages 1-13

3. Sandholm Algorithm with K-means Clustering Approach for Multi-robot Task Allocation

   • Murugappan Elango, Ganesan Kanagaraj, S. G. Ponnambalam

   Pages 14-22

4. Genetic Programming for Modeling Vibratory Finishing Process: Role of Experimental Designs and Fitness Functions

   • Akhil Garg, Kang Tai

   Pages 23-31

5. Non-fragile Robust PI Controller Design Using Co-variance Matrix Adaptation Evolutionary Strategy

   • K. Mohaideen Abdul Kadhar, S. Baskar

   Pages 32-43

6. Meta Heuristic Approaches for Circular Open Dimension Problem

   • N. Madhu Sudana Rao, M. Aruna, S. Bhuvaneswari

   Pages 44-54

7. Protein Function Prediction Using Adaptive Swarm Based Algorithm

   • Archana Chowdhury, Amit Konar, Pratyusha Rakshit, Ramadoss Janarthanan

   Pages 55-68

8. Reduction of Bullwhip Effect in Supply Chain through Improved Forecasting Method: An Integrated DWT and SVM Approach

   • Sanjita Jaipuria, S. S. Mahapatra

   Pages 69-84

9. An Ant Colony Optimization Algorithm for the Min-Degree Constrained Minimum Spanning Tree Problem

   • V. Venkata Ramana Murthy, Alok Singh

   Pages 85-94

10. Multiobjective Differential Evolution Algorithm Using Binary Encoded Data in Selecting Views for Materializing in Data Warehouse

    • Rajib Goswami, Dhruba Kumar Bhattacharyya, Malayananda Dutta

    Pages 95-106

11. Robust Protective Relay Setting and Coordination Using Modified Differential Evolution Considering Different Network Topologies

    • Joymala Moirangthem, Bijaya Ketan Panigrahi, K. R. Krishnanand, Sanjib Kumar Panda

    Pages 107-118

12. Real-Coded Genetic Algorithm and Fuzzy Logic Approach for Real-Time Load-Tracking Performance of an Autonomous Power System

    • Abhik Banerjee, V. Mukherjee, S. P. Ghoshal

    Pages 119-131

13. Short Term Load Forecasting (STLF) Using Generalized Neural Network (GNN) Trained with Adaptive GA

    • D. K. Chaturvedi, Sinha Anand Premdayal

    Pages 132-143

14. Gene Selection Using Multi-objective Genetic Algorithm Integrating Cellular Automata and Rough Set Theory

    • Soumen Kumar Pati, Asit Kumar Das, Arka Ghosh

    Pages 144-155

15. Fusion at Features Level in CBIR System Using Genetic Algorithm

    • Chandrashekhar G. Patil, Mahesh T. Kolte, Devendra S. Chaudhari

    Pages 156-167

16. New Bio-inspired Meta-Heuristics - Green Herons Optimization Algorithm - for Optimization of Travelling Salesman Problem and Road Network

    • Chiranjib Sur, Anupam Shukla

    Pages 168-179

17. A Comparative Analysis of Results of Data Clustering with Variants of Particle Swarm Optimization

    • Anima Naik, Suresh Chandra Satapathy, K. Parvathi

    Pages 180-192

18. Hybrid Particle Swarm Optimization Technique for Protein Structure Prediction Using 2D Off-Lattice Model

    • Nanda Dulal Jana, Jaya Sil

    Pages 193-204

19. Software Effort Estimation Using Functional Link Neural Networks Optimized by Improved Particle Swarm Optimization

    • Tirimula Rao Benala, Rajib Mall, Satchidananda Dehuri

    Pages 205-213

20. Improved Feature Selection Based on Particle Swarm Optimization for Liver Disease Diagnosis

    • Gunasundari Selvaraj, Janakiraman S.

    Pages 214-225

The two-volume set LNCS 8297 and LNCS 8298 constitutes the proceedings of the 4th International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2013, held in Chennai, India, in December 2013. The total of 123 papers presented in this volume was carefully reviewed and selected for inclusion in the proceedings. They cover cutting-edge research on swarm, evolutionary and memetic computing, neural and fuzzy computing and its application.

• data mining
• evolutionary algorithms
• heuristic optimization
• hybrid systems
• self organizing map
• algorithm analysis and problem complexity

• Electrical Engineering Dept, IIT Delhi, New Delhi, India

  Bijaya Ketan Panigrahi

• School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

  Ponnuthurai Nagaratnam Suganthan

• Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

  Swagatam Das

• SRM Engineering College, Department of Electrical and Electronics Engineering, SRM University, Kancheepuram, India

  Shubhransu Sekhar Dash

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