Advances in Swarm Intelligence: Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part I

Front Matter....Pages -
Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling....Pages 1-8
Building Computational Models of Swarms from Simulated Positional Data....Pages 9-18
Robustness and Stagnation of a Swarm in a Cooperative Object Recognition Task....Pages 19-27
Enforced Mutation to Enhancing the Capability of Particle Swarm Optimization Algorithms....Pages 28-37
Normalized Population Diversity in Particle Swarm Optimization....Pages 38-45
Particle Swarm Optimization with Disagreements....Pages 46-55
PSOslope: A Stand-Alone Windows Application for Graphical Analysis of Slope Stability....Pages 56-63
A Review of the Application of Swarm Intelligence Algorithms to 2D Cutting and Packing Problem....Pages 64-70
Inertia Weight Adaption in Particle Swarm Optimization Algorithm....Pages 71-79
Nonlinear Inertia Weight Variation for Dynamic Adaptation in Particle Swarm Optimization....Pages 80-85
An Adaptive Tribe-Particle Swarm Optimization....Pages 86-92
A Novel Hybrid Binary PSO Algorithm....Pages 93-100
PSO Algorithm with Chaos and Gene Density Mutation for Solving Nonlinear Zero-One Integer Programming Problems....Pages 101-110
A New Binary PSO with Velocity Control....Pages 111-119
Adaptive Particle Swarm Optimization Algorithm for Dynamic Environments....Pages 120-129
An Improved Particle Swarm Optimization with an Adaptive Updating Mechanism....Pages 130-137
Mortal Particles: Particle Swarm Optimization with Life Span....Pages 138-146
PSO Based Pseudo Dynamic Method for Automated Test Case Generation Using Interpreter....Pages 147-156
Reactive Power Optimization Based on Particle Swarm Optimization Algorithm in 10kV Distribution Network....Pages 157-164
Clustering-Based Particle Swarm Optimization for Electrical Impedance Imaging....Pages 165-171
A PSO- Based Robust Optimization Approach for Supply Chain Collaboration with Demand Uncertain....Pages 172-181
A Multi-valued Discrete Particle Swarm Optimization for the Evacuation Vehicle Routing Problem....Pages 182-193
A NichePSO Algorithm Based Method for Process Window Selection....Pages 194-202
Efficient WiFi-Based Indoor Localization Using Particle Swarm Optimization....Pages 203-211
Using PSO Algorithm for Simple LSB Substitution Based Steganography Scheme in DCT Transformation Domain....Pages 212-220
Numerical Integration Method Based on Particle Swarm Optimization....Pages 221-226
Identification of VSD System Parameters with Particle Swarm Optimization Method....Pages 227-233
PSO-Based Emergency Evacuation Simulation....Pages 234-241
Training Spiking Neurons by Means of Particle Swarm Optimization....Pages 242-249
Clustering Aggregation for Improving Ant Based Clustering....Pages 250-259
Multi-cellular-ant Algorithm for Large Scale Capacity Vehicle Route Problem....Pages 260-266
Ant Colony Optimization for Global White Matter Fiber Tracking....Pages 267-276
An Efficient Bee Behavior-Based Multi-function Routing Algorithm for Network-on-Chip....Pages 277-284
Artificial Bee Colony Based Mapping for Application Specific Network-on-Chip Design....Pages 285-292
Using Artificial Bee Colony to Solve Stochastic Resource Constrained Project Scheduling Problem....Pages 293-302
Brain Storm Optimization Algorithm....Pages 303-309
Human Group Optimizer with Local Search....Pages 310-320
Average-Inertia Weighted Cat Swarm Optimization....Pages 321-328
Standby Redundancy Optimization with Type-2 Fuzzy Lifetimes....Pages 329-337
Oriented Search Algorithm for Function Optimization....Pages 338-346
Evolution of Cooperation under Social Norms in Non-structured Populations....Pages 347-354
Collaborative Optimization under a Control Framework for ATSP....Pages 355-363
Bio-Inspired Dynamic Composition and Reconfiguration of Service-Oriented Internetware Systems....Pages 364-373
A Novel Search Interval Forecasting Optimization Algorithm....Pages 374-381
A Danger Theory Inspired Learning Model and Its Application to Spam Detection....Pages 382-389
Research of Hybrid Biogeography Based Optimization and Clonal Selection Algorithm for Numerical Optimization....Pages 390-399
The Hybrid Algorithm of Biogeography Based Optimization and Clone Selection for Sensors Selection of Aircraft....Pages 400-407
A Modified Artificial Immune Network for Feature Extracting....Pages 408-415
Novel Binary Encoding Differential Evolution Algorithm....Pages 416-423
Adaptive Learning Differential Evolution for Numeric Optimization....Pages 424-430
Differential Evolution with Improved Mutation Strategy....Pages 431-438
Gaussian Particle Swarm Optimization with Differential Evolution Mutation....Pages 439-446
Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization....Pages 447-454
Identification of Hindmarsh-Rose Neuron Networks Using GEO Metaheuristic....Pages 455-463
Delay-Dependent Stability Criterion for Neural Networks of Neutral-Type with Interval Time-Varying Delays and Nonlinear Perturbations....Pages 464-471
Application of Generalized Chebyshev Neural Network in Air Quality Prediction....Pages 472-479
Financial Time Series Forecast Using Neural Network Ensembles....Pages 480-488
Selection of Software Reliability Model Based on BP Neural Network....Pages 489-496
Atavistic Strategy for Genetic Algorithm....Pages 497-505
An Improved Co-Evolution Genetic Algorithm for Combinatorial Optimization Problems....Pages 506-513
Recursive Structure Element Decomposition Using Migration Fitness Scaling Genetic Algorithm....Pages 514-521
A Shadow Price Guided Genetic Algorithm for Energy Aware Task Scheduling on Cloud Computers....Pages 522-529
A Solution to Bipartite Drawing Problem Using Genetic Algorithm....Pages 530-538
Evaluation of Two-Stage Ensemble Evolutionary Algorithm for Numerical Optimization....Pages 539-548
A Novel Genetic Programming Algorithm for Designing Morphological Image Analysis Method....Pages 549-558
Optimizing Single-Source Capacitated FLP in Fuzzy Decision Systems....Pages 559-567
New Results on a Fuzzy Granular Space....Pages 568-577
Fuzzy Integral Based Data Fusion for Protein Function Prediction....Pages 578-586
Gene Clustering Using Particle Swarm Optimizer Based Memetic Algorithm....Pages 587-594
Hybrid Particle Swarm Optimization with Biased Mutation Applied to Load Flow Computation in Electrical Power Systems....Pages 595-605
Simulation of Routing in Nano-Manipulation for Creating Pattern with Atomic Force Microscopy Using Hybrid GA and PSO-AS Algorithms....Pages 606-615
Neural Fuzzy Forecasting of the China Yuan to US Dollar Exchange Rate — A Swarm Intelligence Approach....Pages 616-625
A Hybrid Model for Credit Evaluation Problem....Pages 626-634
Back Matter....Pages -