This LNCS volume contains the papers presented at the First Swarm, Evolutionary and Memetic Computing Conference (SEMCCO 2010) held during December 16–– 18, 2010 at SRM University, Chennai, in India. SEMCCO 2010 marked the beginning of a prestigious international conference series that aims at bringing together researchers from academia and industry to report and review the latest progress in the cutting-edge research on swarm, evolutionary, and memetic computing, to explore new application areas, to design new bio-inspired algorithms for solving specific hard optimization problems, and finally to create awareness on these domains to a wider audience of practitioners. SEMCCO 2010 received 225 paper submissions from 20 countries across the globe. After a rigorous peer-review process involving 610 reviews in total, 90 fu- length articles were accepted for oral presentation at the conference. This corresponds to an acceptance rate of 40% and is intended for maintaining the high standards of the conference proceedings. The papers included in this LNCS volume cover a wide range of topics in swarm, evolutionary, and memetic computing algorithms and their real-world applications in problems selected from diverse domains of science and engineering.
Author(s): Shi-Zheng Zhao (auth.), Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan, Subhransu Sekhar Dash (eds.)
Series: Lecture Notes in Computer Science 6466 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 755
Tags: Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Pattern Recognition; Computer Communication Networks; Programming Techniques
Front Matter....Pages -
Self-adaptive Differential Evolution with Modified Multi-Trajectory Search for CEC’2010 Large Scale Optimization....Pages 1-10
Differential Evolution Based Ascent Phase Trajectory Optimization for a Hypersonic Vehicle....Pages 11-18
Dynamic Grouping Crowding Differential Evolution with Ensemble of Parameters for Multi-modal Optimization....Pages 19-28
Empirical Study on Migration Topologies and Migration Policies for Island Based Distributed Differential Evolution Variants....Pages 29-37
Differential Evolution Based Fuzzy Clustering....Pages 38-45
A Population Adaptive Differential Evolution Strategy to Light Configuration Optimization of Photometric Stereo....Pages 46-53
Solving Multi Objective Stochastic Programming Problems Using Differential Evolution....Pages 54-61
Multi Sensor Fusion Using Fitness Adaptive Differential Evolution....Pages 62-70
Differential Evolution Algorithm with Ensemble of Parameters and Mutation and Crossover Strategies....Pages 71-78
Design of Robust Optimal Fixed Structure Controller Using Self Adaptive Differential Evolution....Pages 79-86
Electromagnetic Antenna Configuration Optimization Using Fitness Adaptive Differential Evolution....Pages 87-94
Analyzing the Explorative Power of Differential Evolution Variants on Different Classes of Problems....Pages 95-102
A Self Adaptive Differential Evolution Algorithm for Global Optimization....Pages 103-110
Optimization for Workspace Volume of 3R Robot Manipulator Using Modified Differential Evolution....Pages 111-118
Adaptive Differential Evolution with p -Best Crossover for Continuous Global Optimization....Pages 119-128
A New Particle Swarm Optimization Algorithm for Dynamic Environments....Pages 129-138
Power Mutation Embedded Modified PSO for Global Optimization Problems....Pages 139-146
PSO Advances and Application to Inverse Problems....Pages 147-154
Adaptive and Accelerated Exploration Particle Swarm Optimizer (AAEPSO) for Solving Constrained Multiobjective Optimization Problems....Pages 155-162
Expedite Particle Swarm Optimization Algorithm (EPSO) for Optimization of MSA....Pages 163-170
Covariance Matrix Adapted Evolution Strategy Based Design of Mixed H 2 /H ∞ PID Controller....Pages 171-181
Towards a Link between Knee Solutions and Preferred Solution Methodologies....Pages 182-189
A Relation-Based Model for Convergence Analysis of Evolutionary Algorithm....Pages 190-197
Neural Meta-Memes Framework for Combinatorial Optimization....Pages 198-205
An Improved Evolutionary Programming with Voting and Elitist Dispersal Scheme....Pages 206-213
Heuristic Algorithms for the L (2,1)-Labeling Problem....Pages 214-221
Runtime Analysis of Evolutionary Programming Based on Cauchy Mutation....Pages 222-229
Best Hiding Capacity Scheme for Variable Length Messages Using Particle Swarm Optimization....Pages 230-237
Ant Colony Optimization for Markowitz Mean-Variance Portfolio Model....Pages 238-245
Hybrid PSO Based Integration of Multiple Representations of Thermal Hand Vein Patterns....Pages 246-253
Detection and Length Estimation of Linear Scratch on Solid Surfaces Using an Angle Constrained Ant Colony Technique....Pages 254-261
An Intelligence Model with Max-Min Strategy for Constrained Evolutionary Optimization....Pages 262-269
Parallel Ant-Miner (PAM) on High Performance Clusters....Pages 270-277
A Software Tool for Data Clustering Using Particle Swarm Optimization....Pages 278-285
An ACO Approach to Job Scheduling in Grid Environment....Pages 286-295
Runtime Analysis of (1+1) Evolutionary Algorithm for a TSP Instance....Pages 296-304
An Evolutionary Approach to Intelligent Planning....Pages 305-313
Substitute Domination Relation for High Objective Number Optimization....Pages 314-321
Discrete Variables Function Optimization Using Accelerated Biogeography-Based Optimization....Pages 322-329
A Genetic Algorithm Based Augmented Lagrangian Method for Computationally Fast Constrained Optimization....Pages 330-337
Evolutionary Programming Improved by an Individual Random Difference Mutation....Pages 338-343
Taguchi Method Based Parametric Study of Generalized Generation Gap Genetic Algorithm Model....Pages 344-350
EBFS-ICA: An Efficient Algorithm for CT-MRI Image Fusion....Pages 351-361
Adaptive Nonlinear Signal Approximation Using Bacterial Foraging Strategy....Pages 362-369
Swarm Intelligence for Optimizing Hybridized Smoothing Filter in Image Edge Enhancement....Pages 370-379
A Hybrid GA-Adaptive Particle Swarm Optimization Based Tuning of Unscented Kalman Filter for Harmonic Estimation....Pages 380-388
Using Social Emotional Optimization Algorithm to Direct Orbits of Chaotic Systems....Pages 389-395
A Hybrid ANN-BFOA Approach for Optimization of FDM Process Parameters....Pages 396-403
Bio Inspired Swarm Algorithm for Tumor Detection in Digital Mammogram....Pages 404-415
A Hybrid Particle Swarm with Differential Evolution Operator Approach (DEPSO) for Linear Array Synthesis....Pages 416-423
Sensor Deployment in 3-D Terrain Using Artificial Bee Colony Algorithm....Pages 424-431
Novel Particle Swarm Optimization Based Synthesis of Concentric Circular Antenna Array for Broadside Radiation....Pages 432-439
A Particle Swarm Optimization Algorithm for Optimal Operating Parameters of VMI Systems in a Two-Echelon Supply Chain....Pages 440-447
Enhanced Memetic Algorithm for Task Scheduling....Pages 448-459
Quadratic Approximation PSO for Economic Dispatch Problems with Valve-Point Effects....Pages 460-467
Fuzzified PSO Algorithm for OPF with FACTS Devices in Interconnected Power Systems....Pages 468-480
Co-ordinated Design of AVR-PSS Using Multi Objective Genetic Algorithm....Pages 481-493
A Genetic Algorithm Approach for the Multi-commodity, Multi-period Distribution Planning in a Supply Chain Network Design....Pages 494-505
Particle Swarm Optimization with Watts-Strogatz Model....Pages 506-513
Multi-objective Evolutionary Algorithms to Solve Coverage and Lifetime Optimization Problem in Wireless Sensor Networks....Pages 514-522
Offline Parameter Estimation of Induction Motor Using a Meta Heuristic Algorithm....Pages 523-530
Performance Evaluation of Particle Swarm Optimization Based Active Noise Control Algorithm....Pages 531-536
Solution to Non-convex Electric Power Dispatch Problem Using Seeker Optimization Algorithm....Pages 537-544
Swarm Intelligence Algorithm for Induction Motor Field Efficiency Evaluation....Pages 545-558
Artificial Bee Colony Algorithm for Transient Performance Augmentation of Grid Connected Distributed Generation....Pages 559-566
Performance Comparison of Attribute Set Reduction Algorithms in Stock Price Prediction - A Case Study on Indian Stock Data....Pages 567-574
Dimensionality Reduction and Optimum Feature Selection in Designing Efficient Classifiers....Pages 575-582
Social Emotional Optimization Algorithm for Nonlinear Constrained Optimization Problems....Pages 583-590
Multi-Objective Optimal Design of Switch Reluctance Motors Using Adaptive Genetic Algorithm....Pages 591-598
Genetic Algorithm Approaches to Solve RWA Problem in WDM Optical Networks....Pages 599-606
Multi-objective Performance Optimization of Thermo-Electric Coolers Using Dimensional Structural Parameters....Pages 607-614
An Artificial Physics Optimization Algorithm for Multi-Objective Problems Based on Virtual Force Sorting Proceedings....Pages 615-622
Effective Document Clustering with Particle Swarm Optimization....Pages 623-629
A Hybrid Differential Invasive Weed Algorithm for Congestion Management....Pages 630-638
Security Constrained Optimal Power Flow with FACTS Devices Using Modified Particle Swarm Optimization....Pages 639-647
Tuning of PID Controller Using Internal Model Control with the Filter Constant Optimized Using Bee Colony Optimization Technique....Pages 648-655
An Efficient Estimation of Distribution Algorithm for Job Shop Scheduling Problem....Pages 656-663
Semantic Web Service Discovery Algorithm Based on Swarm System....Pages 664-671
Stochastic Ranking Particle Swarm Optimization for Constrained Engineering Design Problems....Pages 672-679
A New Improved Particle Swarm Optimization Technique for Daily Economic Generation Scheduling of Cascaded Hydrothermal Systems....Pages 680-688
Improved Real Quantum Evolutionary Algorithm for Optimum Economic Load Dispatch with Non-convex Loads....Pages 689-700
Linear Array Geometry Synthesis with Minimum Side Lobe Level and Null Control Using Dynamic Multi-Swarm Particle Swarm Optimizer with Local Search....Pages 701-708
Constraint Handling in Transmission Network Expansion Planning....Pages 709-717
A Novel Multi-objective Formulation for Hydrothermal Power Scheduling Based on Reservoir End Volume Relaxation....Pages 718-726
Particle Swarm Optimization and Varying Chemotactic Step-Size Bacterial Foraging Optimization Algorithms Based Dynamic Economic Dispatch with Non-smooth Fuel Cost Functions....Pages 727-738
Hydro-thermal Commitment Scheduling by Tabu Search Method with Cooling-Banking Constraints....Pages 739-752
Back Matter....Pages -
