Swarm, Evolutionary, and Memetic Computing [electronic resource] : 4th International Conference, SEMCCO 2013, Chennai, India, December 19-21, 2013, Proceedings, Part II / edited by Bijaya Ketan Panigrahi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das, Shubhransu Sekhar Dash.
Material type:
TextLanguage: English Series: Lecture Notes in Computer Science ; 8298Publication details: Cham : Springer International Publishing, 2013.Description: 1 online resource (XXVI, 672 p. 275 ill.)ISBN: - 9783319037561
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National Library of India | Available | EBK000023773ENG |
Critical Issues in Model-Based Surrogate Functions in Estimation of Distribution Algorithms -- Sandholm Algorithm with K-means Clustering Approach for Multi-robot Task Allocation -- Genetic Programming for Modeling Vibratory Finishing Process: Role of Experimental Designs and Fitness Functions -- Non-fragile Robust PI Controller Design Using Co-variance Matrix Adaptation Evolutionary Strategy -- Meta Heuristic Approaches for Circular Open Dimension Problem -- Protein Function Prediction Using Adaptive Swarm Based Algorithm -- Reduction of Bullwhip Effect in Supply Chain through Improved Forecasting Method: An Integrated DWT and SVM Approach -- An Ant Colony Optimization Algorithm for the Min-Degree Constrained Minimum Spanning Tree Problem -- Multiobjective Differential Evolution Algorithm Using Binary Encoded Data in Selecting Views for Materializing in Data Warehouse -- Robust Protective Relay Setting and Coordination Using Modified Differential Evolution Considering Different Network Topologies -- Real-Coded Genetic Algorithm and Fuzzy Logic Approach for Real-Time Load-Tracking Performance of an Autonomous Power System -- Short Term Load Forecasting (STLF) Using Generalized Neural Network (GNN) Trained with Adaptive GA -- Gene Selection Using Multi-objective Genetic Algorithm Integrating Cellular Automata and Rough Set Theory -- Fusion at Features Level in CBIR System Using Genetic Algorithm -- New Bio-inspired Meta-Heuristics - Green Herons Optimization Algorithm - for Optimization of Travelling Salesman Problem and Road Network -- A Comparative Analysis of Results of Data Clustering with Variants of Particle Swarm Optimization -- Hybrid Particle Swarm Optimization Technique for Protein Structure Prediction Using 2D Off-Lattice Model -- Software Effort Estimation Using Functional Link Neural Networks Optimized by Improved Particle Swarm Optimization -- Improved Feature Selection Based on Particle Swarm Optimization for Liver Disease Diagnosis -- Groundwater System Modeling for Pollution Source Identification Using Artificial Neural Network -- Stochastic Analysis for Forecasting the MW Load of Plug-In Electric Vehicles -- Biometric Based Personal Authentication Using Eye Movement Tracking -- Accelerated Simulation of Membrane Computing to Solve the N-queens Problem on Multi-core -- A Genetic Algorithm Optimized Artificial Neural Network for the Segmentation of MR Images in Frontotemporal Dementia -- Intelligent Computation and Kinematics of 4-DOF SCARA Manipulator Using ANN and ANFIS -- Hybrid Neuro-Fuzzy Network Identification for Autonomous Underwater Vehicles -- Prediction of Protein Structural Class by Functional Link Artificial Neural Network Using Hybrid Feature Extraction Method -- ANN Modeling of a Steelmaking Process -- Crop Yield Forecasting Using Neural Networks -- Non-linear Dynamic System Identification Using FLLWNN with Novel Learning Method -- Analysis of Transient Stability Based STATCOM for Neural Network Controller in Cascaded Multilevel Inverter -- Emotion Recognition System by Gesture Analysis Using Fuzzy Sets -- Automatic Eye Detection in Face Images for Unconstrained Biometrics Using Genetic Programming -- Neural Network Based Gesture Recognition for Elderly Health Care Using Kinect Sensor -- City Block Distance for Identification of Co-expressed MicroRNAs -- Extreme Learning Machine Approach for On-Line Voltage Stability Assessment -- Quadratic Fuzzy Bilevel Chance Constrained Programming with Parameters Following Weibull Distribution -- Message Passing Methods for Estimation of Distribution Algorithms Based on Markov Networks -- Application of Neural Networks to Automatic Load Frequency Control -- RNN Based Solar Radiation Forecasting Using Adaptive Learning Rate -- Energy Efficient Aggregation in Wireless Sensor Networks for Multiple Base Stations -- An Intelligent Method for Handoff Decision in Next Generation Wireless Network -- Path Planning for the Autonomous Underwater Vehicle -- A Game Theoretic Approach for Reliable Power Supply in Islanded DG Grids -- Classification of Day-Ahead Deregulated Electricity Market Prices Using DCT-CFNN -- Multi-Objective Approach for Protein Structure Prediction -- Clustering Based Analysis of Spirometric Data Using Principal Component Analysis and Self Organizing Map -- Feature Selection of Motor Imagery EEG Signals Using Firefly Temporal Difference Q-Learning and Support Vector Machine -- Optimal Build-or-Buy Decision for Component Selection of Application Package Software -- Text and Data Mining to Detect Phishing Websites and Spam Emails -- Intelligent Fault Tracking by an Adaptive Fuzzy Predictor and a Fractional Controller of Electromechanical System - A Hybrid Approach -- Differential Evolution and Bacterial Foraging Optimization Based Dynamic Economic Dispatch with Non-smooth Fuel Cost Functions -- Permutation Flowshop Scheduling Problem Using Classical NEH, ILS-ESP Operator -- Analysis of Human Retinal Vasculature for Content Based Image Retrieval Applications -- Activity Recognition Using Multiple Features, Subspaces and Classifiers -- Advanced Optimization by Progressive Mapping Search Method of PSO and Neural Network -- Optimal Placement of DG in Distribution System Using Genetic Algorithm -- Intelligent Controllers in Path Tracking of a Manipulator with Bounded Disturbance Torque -- Multiscale and Multilevel Wavelet Analysis of Mammogram Using Complex Neural Network.
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