Swarm, Evolutionary, and Memetic Computing: 5th International Conference, SEMCCO 2014, Bhubaneswar, India, December 18-20, 2014, Revised Selected Papers

Front Matter....Pages I-XVII
Differential Evolution with Two Subpopulations....Pages 1-13
Intelligent Water Drops Algorithm for Multimodal Spaces....Pages 14-26
Glowworm Swarm Based Informative Attribute Selection Using Support Vector Machines for Simultaneous Feature Selection and Classification....Pages 27-37
TLBO Based Hybrid Forecasting Model for Prediction of Exchange Rates....Pages 38-48
A Comparative Study of Two Types of Fuzzy Logic Controllers for Shunt Active Power Filters....Pages 49-61
A Quantum Behaved Particle Swarm Approach for Multi-response Optimization of WEDM Process....Pages 62-73
A Particle Swarm Approach Embedded with Numerical Analysis for Multi-response Optimization in Electrical Discharge Machining....Pages 74-87
Biological Data Analysis Using Hybrid Functional Link Artificial Neural Network....Pages 88-97
R-HV: A Metric for Computing Hyper-volume for Reference Point Based EMOs....Pages 98-110
Performance Comparison of Supervised Machine Learning Algorithms for Multiclass Transient Classification in a Nuclear Power Plant....Pages 111-122
Evaluating Internet Information Search Channels Using Hybrid MCDM Technique....Pages 123-133
A Hybrid Artificial Bee Colony Algorithm for the Terminal Assignment Problem....Pages 134-144
Image Restoration with Fuzzy Coefficient Driven Anisotropic Diffusion....Pages 145-155
Optimum Design of Rolling Element Bearing....Pages 156-163
Principal Component Analysis and General Regression Auto Associative Neural Network Hybrid as One-Class Classifier....Pages 164-175
Text Classification Using Ensemble Features Selection and Data Mining Techniques....Pages 176-186
Solving University Examination Timetabling Problem Using Intelligent Water Drops Algorithm....Pages 187-200
A Novel Hybrid Algorithm for Discovering Motifs from Financial Time Series....Pages 201-211
A Novel ELM K-Means Algorithm for Clustering....Pages 212-222
Software Effort Estimation Using Functional Link Neural Networks Tuned with Active Learning and Optimized with Particle Swarm Optimization....Pages 223-238
Fraud Detection in Financial Statements Using Evolutionary Computation Based Rule Miners....Pages 239-250
An Imperative Assessment of Fuzzy Based 11-Level DSTATCOM Operating Under IPD Modulation Scheme....Pages 251-263
Real Coded Genetic Algorithm for Development of Optimal G-K Clustering Algorithm....Pages 264-274
On-line Economic Dispatch of Distributed Generation Using Artificial Neural Networks....Pages 275-283
Separation of Real Time Heart Sound Signal from Lung Sound Signal Using Neural Network....Pages 284-291
Optimal Placement and Sizing of Multi-type Facts Devices Using PSO and HSA....Pages 292-303
Optimal Loss Reduction and Reconfiguration of Distribution System with Distributed Generation Using Harmony Search Algorithm....Pages 304-315
Augmented Current Controller with SHC Technique for Grid Current Compensation in the Distribution System....Pages 316-327
Recent Developments of Neural Networks in Biodiesel Applications....Pages 328-338
Bilevel Optimization Using Bacteria Foraging Optimization Algorithm....Pages 339-350
Damage Detection of Fixed-Fixed Beam: A Fuzzy Neuro Hybrid System Based Approach....Pages 351-362
Neuro Fuzzy Load Frequency Control in a Competitive Electricity Market Using BFOA Tuned SMES and TCPS....Pages 363-372
A Fuzzy Entropy Based Multi-Level Image Thresholding Using Differential Evolution....Pages 373-385
A Novel Method of Relieving Transmission Congestion by Optimal Rescheduling with Multiple DGs Using PSO....Pages 386-395
Sentiment Detection in Online Content: A WordNet Based Approach....Pages 396-408
A Neighbourhood Based Hybrid Genetic Search Model for Feature Selection....Pages 409-420
An Automated Semantically Enabled Fuzzy Based SLA in Cloud Computing Environment Using Multi-agent System....Pages 421-431
A New Hybrid Clustering Approach Based on Heuristic Kalman Algorithm....Pages 432-444
Multi-objective Generation Scheduling Using Modified Non-dominated Sorting Genetic Algorithm- II....Pages 445-455
Design of Linear Phase FIR High Pass Filter Using PSO with Gaussian Mutation....Pages 456-470
A Binary Bat Approach for Identification of Fatigue Condition from sEMG Signals....Pages 471-479
Machine Learning Approach for Emotional Speech Classification....Pages 480-489
Application of Cascaded Correlation Neural Network for Financial Performance Prediction and Analysis of BSNL....Pages 490-501
Application of Support Vector Machine Classifier for Computer Aided Diagnosis of Brain Tumor from MRI....Pages 502-513
Tuning a Robust Performance of Adaptive Fuzzy-PI Driven DSTATCOM for Non-linear Process Applications....Pages 514-522
The Effect of Swapping Vectors During Mutation in Differential Evolution....Pages 523-533
Development of Self-consistent Multi-objective Harmony Search Algorithm....Pages 534-546
Predicting Trends in the Twitter Social Network: A Machine Learning Approach....Pages 547-569
Optimizing the Efficiency of Straight and U-Shaped Robotic Assembly Lines....Pages 570-581
Trajectory Planning and Obstacle Avoidance Control of Redundant Robots Using Differential Evolution and Particle Swarm Optimization Algorithms....Pages 582-595
Meta-Cognitive Learning Neural Classifier for Alzheimer’s Disease Detection....Pages 596-605
Privacy Preserving Data Mining Using General Regression Auto-Associative Neural Network: Application to Regression Problems....Pages 606-617
Opposition Based Particle Swarm Optimizer with Ring Topology....Pages 618-624
Memetic Algorithm Used in Character Recognition....Pages 625-635
Hybrid Particle Swarm Optimization Algorithm and Firefly Algorithm Based Combined Economic and Emission Dispatch Including Valve Point Effect....Pages 636-646
Solution of Optimal Power Flow with FACTS Devices Using Opposition-Based Gravitational Search Algorithm....Pages 647-660
Multi Robot Path Planning for Known and Unknown Target Using Bacteria Foraging Algorithm....Pages 661-673
Stochastic Unit Commitment Problem Incorporating Renewable Energy Power....Pages 674-685
Nondominated Sorting Genetic Algorithm-II Based Sidelobe Suppression of Concentric Regular Hexagonal Array of Antennas....Pages 686-696
Gbest Guided Gravitational Search Algorithm for Economic Load Dispatch....Pages 697-705
Improved Flower Pollination Algorithm for Short Term Hydrothermal Scheduling....Pages 706-720
Proposal of a CBIR Framework for Retinal Images Using Fusion Edge Detection and Zernike Moments....Pages 721-737
Different Penalty Handling Based Economic Dispatch Using Time Varying Acceleration Coefficients....Pages 738-749
An Efficient Method for Parameter Estimation of Software Reliability Growth Model Using Artificial Bee Colony Optimization....Pages 750-764
Genetic Algorithm Based Placement of Radio Interferometry Antennas....Pages 765-776
An Improved Cuckoo Search Algorithm for Parallel Machine Scheduling....Pages 777-787
Application of Artificial Bee Colony Optimization: Power System Voltage Stability Problems....Pages 788-800
Multi-objective Optimization of Economic-Emission Load Dispatch Using Cluster Based Differential Evolution....Pages 801-808
ROBOG Autonomously Navigating Outdoor Robo-Guide....Pages 809-820
Complexity Reduction Using Two Stage Tracking....Pages 821-836
FFA Trained Radial Basis Function Neural Networks in Channel Equalization....Pages 837-846
Image Inpainting with Modified F-Transform....Pages 847-855
Improved ADALINE Based Algorithm for Power System Frequency Estimation....Pages 856-867
Back Matter....Pages 868-877
....Pages 879-881