Swarm, Evolutionary, and Memetic Computing: 4th International Conference, SEMCCO 2013, Chennai, India, December 19-21, 2013, Proceedings, Part II

Front Matter....Pages -
Critical Issues in Model-Based Surrogate Functions in Estimation of Distribution Algorithms....Pages 1-13
Sandholm Algorithm with K-means Clustering Approach for Multi-robot Task Allocation....Pages 14-22
Genetic Programming for Modeling Vibratory Finishing Process: Role of Experimental Designs and Fitness Functions....Pages 23-31
Non-fragile Robust PI Controller Design Using Co-variance Matrix Adaptation Evolutionary Strategy....Pages 32-43
Meta Heuristic Approaches for Circular Open Dimension Problem....Pages 44-54
Protein Function Prediction Using Adaptive Swarm Based Algorithm....Pages 55-68
Reduction of Bullwhip Effect in Supply Chain through Improved Forecasting Method: An Integrated DWT and SVM Approach....Pages 69-84
An Ant Colony Optimization Algorithm for the Min-Degree Constrained Minimum Spanning Tree Problem....Pages 85-94
Multiobjective Differential Evolution Algorithm Using Binary Encoded Data in Selecting Views for Materializing in Data Warehouse....Pages 95-106
Robust Protective Relay Setting and Coordination Using Modified Differential Evolution Considering Different Network Topologies....Pages 107-118
Real-Coded Genetic Algorithm and Fuzzy Logic Approach for Real-Time Load-Tracking Performance of an Autonomous Power System....Pages 119-131
Short Term Load Forecasting (STLF) Using Generalized Neural Network (GNN) Trained with Adaptive GA....Pages 132-143
Gene Selection Using Multi-objective Genetic Algorithm Integrating Cellular Automata and Rough Set Theory....Pages 144-155
Fusion at Features Level in CBIR System Using Genetic Algorithm....Pages 156-167
New Bio-inspired Meta-Heuristics - Green Herons Optimization Algorithm - for Optimization of Travelling Salesman Problem and Road Network....Pages 168-179
A Comparative Analysis of Results of Data Clustering with Variants of Particle Swarm Optimization....Pages 180-192
Hybrid Particle Swarm Optimization Technique for Protein Structure Prediction Using 2D Off-Lattice Model....Pages 193-204
Software Effort Estimation Using Functional Link Neural Networks Optimized by Improved Particle Swarm Optimization....Pages 205-213
Improved Feature Selection Based on Particle Swarm Optimization for Liver Disease Diagnosis....Pages 214-225
Groundwater System Modeling for Pollution Source Identification Using Artificial Neural Network....Pages 226-236
Stochastic Analysis for Forecasting the MW Load of Plug-In Electric Vehicles....Pages 237-247
Biometric Based Personal Authentication Using Eye Movement Tracking....Pages 248-256
Accelerated Simulation of Membrane Computing to Solve the N-queens Problem on Multi-core....Pages 257-267
A Genetic Algorithm Optimized Artificial Neural Network for the Segmentation of MR Images in Frontotemporal Dementia....Pages 268-276
Intelligent Computation and Kinematics of 4-DOF SCARA Manipulator Using ANN and ANFIS....Pages 277-286
Hybrid Neuro-Fuzzy Network Identification for Autonomous Underwater Vehicles....Pages 287-297
Prediction of Protein Structural Class by Functional Link Artificial Neural Network Using Hybrid Feature Extraction Method....Pages 298-307
ANN Modeling of a Steelmaking Process....Pages 308-318
Crop Yield Forecasting Using Neural Networks....Pages 319-331
Non-linear Dynamic System Identification Using FLLWNN with Novel Learning Method....Pages 332-341
Analysis of Transient Stability Based STATCOM for Neural Network Controller in Cascaded Multilevel Inverter....Pages 342-353
Emotion Recognition System by Gesture Analysis Using Fuzzy Sets....Pages 354-363
Automatic Eye Detection in Face Images for Unconstrained Biometrics Using Genetic Programming....Pages 364-375
Neural Network Based Gesture Recognition for Elderly Health Care Using Kinect Sensor....Pages 376-386
City Block Distance for Identification of Co-expressed MicroRNAs....Pages 387-396
Extreme Learning Machine Approach for On-Line Voltage Stability Assessment....Pages 397-405
Quadratic Fuzzy Bilevel Chance Constrained Programming with Parameters Following Weibull Distribution....Pages 406-418
Message Passing Methods for Estimation of Distribution Algorithms Based on Markov Networks....Pages 419-430
Application of Neural Networks to Automatic Load Frequency Control....Pages 431-441
RNN Based Solar Radiation Forecasting Using Adaptive Learning Rate....Pages 442-452
Energy Efficient Aggregation in Wireless Sensor Networks for Multiple Base Stations....Pages 453-464
An Intelligent Method for Handoff Decision in Next Generation Wireless Network....Pages 465-475
Path Planning for the Autonomous Underwater Vehicle....Pages 476-486
A Game Theoretic Approach for Reliable Power Supply in Islanded DG Grids....Pages 487-498
Classification of Day-Ahead Deregulated Electricity Market Prices Using DCT-CFNN....Pages 499-510
Multi-Objective Approach for Protein Structure Prediction....Pages 511-522
Clustering Based Analysis of Spirometric Data Using Principal Component Analysis and Self Organizing Map....Pages 523-533
Feature Selection of Motor Imagery EEG Signals Using Firefly Temporal Difference Q-Learning and Support Vector Machine....Pages 534-545
Optimal Build-or-Buy Decision for Component Selection of Application Package Software....Pages 546-558
Text and Data Mining to Detect Phishing Websites and Spam Emails....Pages 559-573
Intelligent Fault Tracking by an Adaptive Fuzzy Predictor and a Fractional Controller of Electromechanical System – A Hybrid Approach....Pages 574-582
Differential Evolution and Bacterial Foraging Optimization Based Dynamic Economic Dispatch with Non-smooth Fuel Cost Functions....Pages 583-594
Permutation Flowshop Scheduling Problem Using Classical NEH, ILS-ESP Operator....Pages 595-605
Analysis of Human Retinal Vasculature for Content Based Image Retrieval Applications....Pages 606-616
Activity Recognition Using Multiple Features, Subspaces and Classifiers....Pages 617-624
Advanced Optimization by Progressive Mapping Search Method of PSO and Neural Network....Pages 625-638
Optimal Placement of DG in Distribution System Using Genetic Algorithm....Pages 639-647
Intelligent Controllers in Path Tracking of a Manipulator with Bounded Disturbance Torque....Pages 648-657
Multiscale and Multilevel Wavelet Analysis of Mammogram Using Complex Neural Network....Pages 658-668
Back Matter....Pages -