Advances in Swarm Intelligence: 5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part I

Front Matter....Pages -
Comparison of Different Cue-Based Swarm Aggregation Strategies....Pages 1-8
PHuNAC Model: Emergence of Crowd’s Swarm Behavior....Pages 9-18
A Unique Search Model for Optimization....Pages 19-26
Improve the 3-flip Neighborhood Local Search by Random Flat Move for the Set Covering Problem....Pages 27-35
The Threat-Evading Actions of Animal Swarms without Active Defense Abilities....Pages 36-43
Approximate Muscle Guided Beam Search for Three-Index Assignment Problem....Pages 44-52
Improving Enhanced Fireworks Algorithm with New Gaussian Explosion and Population Selection Strategies....Pages 53-63
A Unified Matrix-Based Stochastic Optimization Algorithm....Pages 64-73
Chaotic Fruit Fly Optimization Algorithm....Pages 74-85
A New Bio-inspired Algorithm: Chicken Swarm Optimization....Pages 86-94
A Population-Based Extremal Optimization Algorithm with Knowledge-Based Mutation....Pages 95-102
A New Magnetotactic Bacteria Optimization Algorithm Based on Moment Migration....Pages 103-114
A Magnetotactic Bacteria Algorithm Based on Power Spectrum for Optimization....Pages 115-125
A Proposal of PSO Particles’ Initialization for Costly Unconstrained Optimization Problems: ORTHOinit....Pages 126-133
An Adaptive Particle Swarm Optimization within the Conceptual Framework of Computational Thinking....Pages 134-141
Topology Optimization of Particle Swarm Optimization....Pages 142-149
Fully Learned Multi-swarm Particle Swarm Optimization....Pages 150-157
Using Swarm Intelligence to Search for Circulant Partial Hadamard Matrices....Pages 158-164
High Performance Ant Colony Optimizer (HPACO) for Travelling Salesman Problem (TSP)....Pages 165-172
A Novel Physarum -Based Ant Colony System for Solving the Real-World Traveling Salesman Problem....Pages 173-180
Three New Heuristic Strategies for Solving Travelling Salesman Problem....Pages 181-188
A 2-level Approach for the Set Covering Problem: Parameter Tuning of Artificial Bee Colony Algorithm by Using Genetic Algorithm....Pages 189-196
Hybrid Guided Artificial Bee Colony Algorithm for Numerical Function Optimization....Pages 197-206
Classification of DNA Microarrays Using Artificial Bee Colony (ABC) Algorithm....Pages 207-214
Crowding-Distance-Based Multiobjective Artificial Bee Colony Algorithm for PID Parameter Optimization....Pages 215-222
An Adaptive Concentration Selection Model for Spam Detection....Pages 223-233
Control of Permanent Magnet Synchronous Motor Based on Immune Network Model....Pages 234-245
Adaptive Immune-Genetic Algorithm for Fuzzy Job Shop Scheduling Problems....Pages 246-257
A Very Fast Convergent Evolutionary Algorithm for Satisfactory Solutions....Pages 258-266
A Novel Quantum Evolutionary Algorithm Based on Dynamic Neighborhood Topology....Pages 267-274
Co-evolutionary Gene Expression Programming and Its Application in Wheat Aphid Population Forecast Modelling....Pages 275-283
Neural Network Intelligent Learning Algorithm for Inter-related Energy Products Applications....Pages 284-293
Data-Based State Forecast via Multivariate Grey RBF Neural Network Model....Pages 294-301
Evolving Flexible Neural Tree Model for Portland Cement Hydration Process....Pages 302-309
Hybrid Self-configuring Evolutionary Algorithm for Automated Design of Fuzzy Classifier....Pages 310-317
The Autonomous Suspending Control Method for Underwater Unmanned Vehicle Based on Amendment of Fuzzy Control Rules....Pages 318-323
How an Adaptive Learning Rate Benefits Neuro-Fuzzy Reinforcement Learning Systems....Pages 324-331
Comparison of Applying Centroidal Voronoi Tessellations and Levenberg-Marquardt on Hybrid SP-QPSO Algorithm for High Dimensional Problems....Pages 332-341
A Hybrid Extreme Learning Machine Approach for Early Diagnosis of Parkinson’s Disease....Pages 342-349
A Hybrid Approach for Cancer Classification Based on Particle Swarm Optimization and Prior Information....Pages 350-356
Grover Algorithm for Multi-objective Searching with Iteration Auto-controlling....Pages 357-364
Pareto Partial Dominance on Two Selected Objectives MOEA on Many-Objective 0/1 Knapsack Problems....Pages 365-373
Analysis on a Multi-objective Binary Disperse Bacterial Colony Chemotaxis Algorithm and Its Convergence....Pages 374-385
Multi-objective PSO Algorithm for Feature Selection Problems with Unreliable Data....Pages 386-393
Convergence Enhanced Multi-objective Particle Swarm Optimization with Introduction of Quorum-Sensing Inspired Turbulence....Pages 394-403
Multiobjective Genetic Method for Community Discovery in Complex Networks....Pages 404-413
A Multi-objective Jumping Particle Swarm Optimization Algorithm for the Multicast Routing....Pages 414-423
A Physarum -Inspired Multi-Agent System to Solve Maze....Pages 424-430
Consensus of Single-Integrator Multi-Agent Systems at a Preset Time....Pages 431-441
Representation of the Environment and Dynamic Perception in Agent-Based Software Evolution....Pages 442-449
Cooperative Parallel Multi Swarm Model for Clustering in Gene Expression Profiling....Pages 450-459
Self-aggregation and Eccentricity Analysis: New Tools to Enhance Clustering Performance via Swarm Intelligence....Pages 460-469
DNA Computation Based Clustering Algorithm....Pages 470-478
Clustering Using Improved Cuckoo Search Algorithm....Pages 479-488
Sample Index Based Encoding for Clustering Using Evolutionary Computation....Pages 489-498
Data Mining Tools Design with Co-operation of Biology Related Algorithms....Pages 499-506
Back Matter....Pages -