Book Volume 8298 2013

Swarm, Evolutionary, and Memetic Computing

4th International Conference, SEMCCO 2013, Chennai, India, December 19-21, 2013, Proceedings, Part II

ISBN: 978-3-319-03755-4 (Print) 978-3-319-03756-1 (Online)

Table of contents (59 chapters)

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  1. Front Matter

    Pages -

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    Pages 1-13

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

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    Pages 14-22

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

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    Pages 23-31

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

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    Pages 32-43

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

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    Pages 44-54

    Meta Heuristic Approaches for Circular Open Dimension Problem

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    Pages 55-68

    Protein Function Prediction Using Adaptive Swarm Based Algorithm

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    Pages 69-84

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

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    Pages 85-94

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

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    Pages 95-106

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

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    Pages 107-118

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

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    Pages 119-131

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

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    Pages 132-143

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

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    Pages 144-155

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

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    Pages 156-167

    Fusion at Features Level in CBIR System Using Genetic Algorithm

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    Pages 168-179

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

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    Pages 180-192

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

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    Pages 193-204

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

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    Pages 205-213

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

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    Pages 214-225

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

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    Pages 226-236

    Groundwater System Modeling for Pollution Source Identification Using Artificial Neural Network

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