Swarm, Evolutionary, and Memetic Computing : First International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2010, Chennai, India, December 16-18, 2010, Proceedings

by Panigrahi, Bijaya Ketan; Das, Swagatam; Suganthan, Ponnuthurai Nagaratnam; Dash, Subhransu Sekhar

• ISBN13: 9783642175626
• ISBN10: 3642175627
• Edition: 1st
• Format: Paperback
• Copyright: 2011-01-13
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the First International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2010, held in Chennai, India, in December 2010.The 86 revised full papers presented were carefully reviewed and selected from 225 submissions.

Table of Contents

Self-adaptive Differential Evolution with Modified Multi-Trajectory Search for CEC 2010 Large Scale Optimization	p. 1
Differential Evolution Based Ascent Phase Trajectory Optimization for a Hypersonic Vehicle	p. 11
Dynamic Grouping Crowding Differential Evolution with Ensemble of Parameters for Multi-modal Optimization	p. 19
Empirical Study on Migration Topologies and Migration Policies for Island Based Distributed Differential Evolution Variants	p. 29
Differential Evolution Based Fuzzy Clustering	p. 38
A Population Adaptive Differential Evolution Strategy to Light Configuration Optimization of Photometric Stereo	p. 46
Solving Multi Objective Stochastic Programming Problems Using Differential Evolution	p. 54
Multi Sensor Fusion Using Fitness Adaptive Differential Evolution	p. 62
Differential Evolution Algorithm with Ensemble of Parameters and Mutation and Crossover Strategies	p. 71
Design of Robust Optimal Fixed Structure Controller Using Self Adaptive Differential Evolution	p. 79
Electromagnetic Antenna Configuration Optimization Using Fitness Adaptive Differential Evolution	p. 87
Analyzing the Explorative Power of Differential Evolution Variants on Different Classes of Problems	p. 95
A Self Adaptive Differential Evolution Algorithm for Global Optimization	p. 103
Optimization for Workspace Volume of 3R Robot Manipulator Using Modified Differential Evolution	p. 111
Adaptive Differential Evolution with p-Best Crossover for Continuous Global Optimization	p. 119
A New Particle Swarm Optimization Algorithm for Dynamic Environments	p. 129
Power Mutation Embedded Modified PSO for Global Optimization Problems	p. 139
PSO Advances and Application to Inverse Problems	p. 147
Adaptive and Accelerated Exploration Particle Swarm Optimizer (AAEPSO) for Solving Constrained Multiobjective Optimization Problems	p. 155
Expedite Particle Swarm Optimization Algorithm (EPSO) for Optimization of MSA	p. 163
Covariance Matrix Adapted Evolution Strategy Based Design of Mixed H2/H∞ PID Controller	p. 171
Towards a Link between Knee Solutions and Preferred Solution Methodologies	p. 182
A Relation-Based Model for Convergence Analysis of Evolutionary Algorithm	p. 190
Neural Meta-Memes Framework for Combinatorial Optimization	p. 198
An Improved Evolutionary Programming with Voting and Elitist Dispersal Scheme	p. 206
Heuristic Algorithms for the L(2,1)-Labeling Problem	p. 214
Runtime Analysis of Evolutionary Programming Based on Cauchy Mutation	p. 222
Best Hiding Capacity Scheme for Variable Length Messages Using Particle Swarm Optimization	p. 230
Ant Colony Optimization for Markowitz Mean-Variance Portfolio Model	p. 238
Hybrid PSO Based Integration of Multiple Representations of Thermal Hand Vein Patterns	p. 246
Detection and Length Estimation of Linear Scratch on Solid Surfaces Using an Angle Constrained Ant Colony Technique	p. 254
An Intelligence Model with Max-Min Strategy for Constrained Evolutionary Optimization	p. 262
Parallel Ant-Miner (PAM) on High Performance Clusters	p. 270
A Software Tool for Data Clustering Using Particle Swarm Optimization	p. 278
An ACO Approach to Job Scheduling in Grid Environment	p. 286
Runtime Analysis of (1+1) Evolutionary Algorithm for a TSP Instance	p. 296
An Evolutionary Approach to Intelligent Planning	p. 305
Substitute Domination Relation for High Objective Number Optimization	p. 314
Discrete Variables Function Optimization Using Accelerated Biogeography-Based Optimization	p. 322
A Genetic Algorithm Based Augmented Lagrangian Method for Computationally Fast Constrained Optimization	p. 330
Evolutionary Programming Improved by an Individual Random Difference Mutation	p. 338
Taguchi Method Based Parametric Study of Generalized Generation Gap Genetic Algorithm Model	p. 344
EBFS-ICA: An Efficient Algorithm for CT-MRI Image Fusion	p. 351
Adaptive Nonlinear Signal Approximation Using Bacterial Foraging Strategy	p. 362
Swarm Intelligence for Optimizing Hybridized Smoothing Filter in Image Edge Enhancement	p. 370
A Hybrid GA-Adaptive Particle Swarm Optimization Based Tuning of Unscented Kalman Filter for Harmonic Estimation	p. 380
Using Social Emotional Optimization Algorithm to Direct Orbits of Chaotic Systems	p. 389
A Hybrid ANN-BFOA Approach for Optimization of FDM Process Parameters	p. 396
Bio Inspired Swarm Algorithm for Tumor Detection in Digital Mammogram	p. 404
A Hybrid Particle Swarm with Differential Evolution Operator Approach (DEPSO) for Linear Array Synthesis	p. 416
Sensor Deployment in 3-D Terrain Using Artificial Bee Colony Algorithm	p. 424
Novel Particle Swarm Optimization Based Synthesis of Concentric Circular Antenna Array for Broadside Radiation	p. 432
A Particle Swarm Optimization Algorithm for Optimal Operating Parameters of VMI Systems in a Two-Echelon Supply Chain	p. 440
Enhanced Memetic Algorithm for Task Scheduling	p. 448
Quadratic Approximation PSO for Economic Dispatch Problems with Valve-Point Effects	p. 460
Fuzzified PSO Algorithm for OPF with FACTS Devices in Interconnected Power Systems	p. 468
Co-ordinated Design of AVR-PSS Using Multi Objective Genetic Algorithm	p. 481
A Genetic Algorithm Approach for the Multi-commodity, Multi-period Distribution Planning in a Supply Chain Network Design	p. 494
Particle Swarm Optimization with Watts-Strogatz Model	p. 506
Multi-objective Evolutionary Algorithms to Solve Coverage and Lifetime Optimization Problem in Wireless Sensor Networks	p. 514
Offline Parameter Estimation of Induction Motor Using a Meta Heuristic Algorithm	p. 523
Performance Evaluation of Particle Swarm Optimization Based Active Noise Control Algorithm	p. 531
Solution to Non-convex Electric Power Dispatch Problem Using Seeker Optimization Algorithm	p. 537
Swarm Intelligence Algorithm for Induction Motor Field Efficiency Evaluation	p. 545
Artificial Bee Colony Algorithm for Transient Performance Augmentation of Grid Connected Distributed Generation	p. 559
Performance Comparison of Attribute Set Reduction Algorithms in Stock Price Prediction - A Case Study on Indian Stock Data	p. 567
Dimensionality Reduction and Optimum Feature Selection in Designing Efficient Classifiers	p. 575
Social Emotional Optimization Algorithm for Nonlinear Constrained Optimization Problems	p. 583
Multi-objective Optimal Design of Switch Reluctance Motors Using Adaptive Genetic Algorithm	p. 591
Genetic Algorithm Approaches to Solve RWA Problem in WDM Optical Networks	p. 599
Multi-objective Performance Optimization of Thermo-Electric Coolers Using Dimensional Structural Parameters	p. 607
An Artificial Physics Optimization Algorithm for Multi-objective Problems Based on Virtual Force Sorting Proceedings	p. 615
Effective Document Clustering with Particle Swarm Optimization	p. 623
A Hybrid Differential Invasive Weed Algorithm for Congestion Management	p. 630
Security Constrained Optimal Power Flow with FACTS Devices Using Modified Particle Swarm Optimization	p. 639
Tuning of PID Controller Using Internal Model Control with the Filter Constant Optimized Using Bee Colony Optimization Technique	p. 648
An Efficient Estimation of Distribution Algorithm for Job Shop Scheduling Problem	p. 656
Semantic Web Service Discovery Algorithm Based on Swarm System	p. 664
Stochastic Ranking Particle Swarm Optimization for Constrained Engineering Design Problems	p. 672
A New Improved Particle Swarm Optimization Technique for Daily Economic Generation Scheduling of Cascaded Hydrothermal Systems	p. 680
Improved Real Quantum Evolutionary Algorithm for Optimum Economic Load Dispatch with Non-convex Loads	p. 689
Linear Array Geometry Synthesis with Minimum Side Lobe Level and Null Control Using Dynamic Multi-Swarm Particle Swarm Optimizer with Local Search	p. 701
Constraint Handling in Transmission Network Expansion Planning	p. 709
A Novel Multi-objective Formulation for Hydrothermal Power Scheduling Based on Reservoir End Volume Relaxation	p. 718
Particle Swarm Optimization and Varying Chemotactic Step-Size Bacterial Foraging Optimization Algorithms Based Dynamic Economic Dispatch with Non-smooth Fuel Cost Functions	p. 727
Hydro-thermal Commitment Scheduling by Tabu Search Method with Cooling-Banking Constraints	p. 739
Author Index	p. 753
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