Swarm, Evolutionary, and Memetic Computing: Second International Conference, SEMCCO 2011, Visakhapatnam, Andhra Pradesh, India, December 19-21, 2011, Proceedings, Part I

Front Matter....Pages -
Design of Two-Channel Quadrature Mirror Filter Banks Using Differential Evolution with Global and Local Neighborhoods....Pages 1-10
Differential Evolution with Modified Mutation Strategy for Solving Global Optimization Problems....Pages 11-18
Self-adaptive Cluster-Based Differential Evolution with an External Archive for Dynamic Optimization Problems....Pages 19-26
An Informative Differential Evolution with Self Adaptive Re-clustering Technique....Pages 27-34
Differential Evolution for Optimizing the Hybrid Filter Combination in Image Edge Enhancement....Pages 35-42
Scheduling Flexible Assembly Lines Using Differential Evolution....Pages 43-50
A Differential Evolution Based Approach for Multilevel Image Segmentation Using Minimum Cross Entropy Thresholding....Pages 51-58
Tuning of Power System Stabilizer Employing Differential Evolution Optimization Algorithm....Pages 59-67
Logistic Map Adaptive Differential Evolution for Optimal Capacitor Placement and Sizing....Pages 68-76
Application of an Improved Generalized Differential Evolution Algorithm to Multi-objective Optimization Problems....Pages 77-84
Enhanced Discrete Differential Evolution to Determine Optimal Coordination of Directional Overcurrent Relays in a Power System....Pages 85-93
Dynamic Thinning of Antenna Array Using Differential Evolution Algorithm....Pages 94-101
A Quantized Invasive Weed Optimization Based Antenna Array Synthesis with Digital Phase Control....Pages 102-109
Optimal Power Flow for Indian 75 Bus System Using Differential Evolution....Pages 110-118
A Modified Differential Evolution Algorithm Applied to Challenging Benchmark Problems of Dynamic Optimization....Pages 119-126
PSO Based Memetic Algorithm for Unimodal and Multimodal Function Optimization....Pages 127-134
Comparison of PSO Tuned Feedback Linearisation Controller (FBLC) and PI Controller for UPFC to Enhance Transient Stability....Pages 135-142
A Nelder-Mead PSO Based Approach to Optimal Capacitor Placement in Radial Distribution System....Pages 143-150
Comparative Performance Study of Genetic Algorithm and Particle Swarm Optimization Applied on Off-grid Renewable Hybrid Energy System....Pages 151-158
An Efficient Algorithm for Multi-focus Image Fusion Using PSO-ICA....Pages 159-166
Economic Emission OPF Using Hybrid GA-Particle Swarm Optimization....Pages 167-175
Application of Improved PSO Technique for Short Term Hydrothermal Generation Scheduling of Power System....Pages 176-182
Multi-objective Workflow Grid Scheduling Based on Discrete Particle Swarm Optimization....Pages 183-190
Solution of Economic Load Dispatch Problem Using Lbest-Particle Swarm Optimization with Dynamically Varying Sub-swarms....Pages 191-198
Modified Local Neighborhood Based Niching Particle Swarm Optimization for Multimodal Function Optimization....Pages 199-208
Constrained Function Optimization Using PSO with Polynomial Mutation....Pages 209-216
Rank Based Hybrid Multimodal Fusion Using PSO....Pages 217-224
Grouping Genetic Algorithm for Data Clustering....Pages 225-232
Genetic Algorithm for Optimizing Neural Network Based Software Cost Estimation....Pages 233-239
IAMGA: Intimate-Based Assortative Mating Genetic Algorithm....Pages 240-247
SVR with Chaotic Genetic Algorithm in Taiwanese 3G Phone Demand Forecasting....Pages 248-256
Genetic Algorithm Assisted Enhancement in Pattern Recognition Efficiency of Radial Basis Neural Network....Pages 257-264
An Approach Based on Grid-Value for Selection of Parents in Multi-objective Genetic Algorithm....Pages 265-273
A Novel Non-dominated Sorting Algorithm....Pages 274-281
Intelligent Genetic Algorithm for Generation Scheduling under Deregulated Environment....Pages 282-289
Impact of Double Operators on the Performance of a Genetic Algorithm for Solving the Traveling Salesman Problem....Pages 290-298
Parent to Mean-Centric Self-Adaptation in SBX Operator for Real-Parameter Optimization....Pages 299-306
Attribute Reduction in Decision-Theoretic Rough Set Models Using Genetic Algorithm....Pages 307-314
A Study of Decision Tree Induction for Data Stream Mining Using Boosting Genetic Programming Classifier....Pages 315-322
Bi-criteria Optimization in Integrated Layout Design of Cellular Manufacturing Systems Using a Genetic Algorithm....Pages 323-331
Reconfigurable Composition of Web Services Using Belief Revision through Genetic Algorithm....Pages 332-340
Neural Network Based Model for Fault Diagnosis of Pneumatic Valve with Dimensionality Reduction....Pages 341-348
A CAD System for Breast Cancer Diagnosis Using Modified Genetic Algorithm Optimized Artificial Neural Network....Pages 349-357
Application of ANN Based Pattern Recognition Technique for the Protection of 3-Phase Power Transformer....Pages 358-365
Modified Radial Basis Function Network for Brain Tumor Classification....Pages 366-371
Attribute Clustering and Dimensionality Reduction Based on In/Out Degree of Attributes in Dependency Graph....Pages 372-380
MCDM Based Project Selection by F-AHP & VIKOR....Pages 381-388
Nonlinear Time Series Modeling and Prediction Using Local Variable Weights RBF Network....Pages 389-398
Detection of Disease Using Block-Based Unsupervised Natural Plant Leaf Color Image Segmentation....Pages 399-406
Measuring the Weight of Egg with Image Processing and ANFIS Model....Pages 407-416
Palmprint Authentication Using Pattern Classification Techniques....Pages 417-424
A Supervised Approach for Gene Mention Detection....Pages 425-432
Incorporating Fuzzy Trust in Collaborative Filtering Based Recommender Systems....Pages 433-440
A Function Based Fuzzy Controller for VSC-HVDC System to Enhance Transient Stability of AC/DC Power System....Pages 441-451
A Bayesian Network Riverine Model Study....Pages 452-459
Application of General Type-2 Fuzzy Set in Emotion Recognition from Facial Expression....Pages 460-468
Design of a Control System for Hydraulic Cylinders of a Sluice Gate Using a Fuzzy Sliding Algorithm....Pages 469-476
Rough Sets for Selection of Functionally Diverse Genes from Microarray Data....Pages 477-484
Quality Evaluation Measures of Pixel - Level Image Fusion Using Fuzzy Logic....Pages 485-493
Load Frequency Control: A Polar Fuzzy Approach....Pages 494-504
An Efficient Algorithm to Computing Max-Min Post-inverse Fuzzy Relation for Abductive Reasoning....Pages 505-519
Fuzzy-Controlled Energy-Efficient Weight-Based Two Hop Clustering for Multicast Communication in Mobile Ad Hoc Networks....Pages 520-529
Automatic Extractive Text Summarization Based on Fuzzy Logic: A Sentence Oriented Approach....Pages 530-538
An Improved CART Decision Tree for Datasets with Irrelevant Feature....Pages 539-549
Fuzzy Rough Set Approach Based Classifier....Pages 550-558
Proposing a CNN Based Architecture of Mid-level Vision for Feeding the WHERE and WHAT Pathways in the Brain....Pages 559-568
Multithreaded Memetic Algorithm for VLSI Placement Problem....Pages 569-576
Bacterial Foraging Approach to Economic Load Dispatch Problem with Non Convex Cost Function....Pages 577-584
Static/Dynamic Environmental Economic Dispatch Employing Chaotic Micro Bacterial Foraging Algorithm....Pages 585-592
Artificial Bee Colony Algorithm with Self Adaptive Colony Size....Pages 593-600
Multi-Robot Box-Pushing Using Non-dominated Sorting Bee Colony Optimization Algorithm....Pages 601-609
Emotion Recognition from the Lip-Contour of a Subject Using Artificial Bee Colony Optimization Algorithm....Pages 610-617
Software Coverage : A Testing Approach through Ant Colony Optimization....Pages 618-625
Short Term Load Forecasting Using Fuzzy Inference and Ant Colony Optimization....Pages 626-636
The Use of Strategies of Normalized Correlation in the Ant-Based Clustering Algorithm....Pages 637-644
Ant Based Clustering of Time Series Discrete Data – A Rough Set Approach....Pages 645-653
Sensor Deployment for Probabilistic Target k -Coverage Using Artificial Bee Colony Algorithm....Pages 654-661
Extended Trail Reinforcement Strategies for Ant Colony Optimization....Pages 662-669
Fractional-Order PI λ D μ Controller Design Using a Modified Artificial Bee Colony Algorithm....Pages 670-678
Reconfiguration of Distribution Systems for Loss Reduction Using the Harmony Search Algorithm....Pages 679-687
An Improved Multi-Objective Algorithm Based on Decomposition with Fuzzy Dominance for Deployment of Wireless Sensor Networks....Pages 688-696
Application of Multi-Objective Teaching-Learning-Based Algorithm to an Economic Load Dispatch Problem with Incommensurable Objectives....Pages 697-705
Application of NSGA - II to Power System Topology Based Multiple Contingency Scrutiny for Risk Analysis....Pages 706-713
Multi Resolution Genetic Programming Approach for Stream Flow Forecasting....Pages 714-722
Reference Set Metrics for Multi-Objective Algorithms....Pages 723-730
Groundwater Level Forecasting Using SVM-QPSO....Pages 731-741
Genetic Algorithm Based Optimal Design of Hydraulic Structures with Uncertainty Characterization....Pages 742-749
Back Matter....Pages -