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Advances in Swarm Intelligence

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This book and its companion volume, LNCS vols. 6145 and 6146, constitute the proceedings of the International Conference on Swarm Intelligence (ICSI 2010) held in Beijing, the capital of China, during June 12-15, 2010. ICSI 2010 was the ?rst gathering in the world for researchers working on all aspects of swarm intelligence, and providedan academic forum for the participants to disseminate theirnewresearch?ndingsanddiscussemergingareasofresearch.Italsocreated a stimulating environment for the participants to interact and exchange inf- mation on future challenges and opportunities of swarm intelligence research. ICSI 2010 received 394 submissions from about 1241 authors in 22 countries and regions (Australia, Belgium, Brazil, Canada, China, Cyprus, Hong Kong, Hungary, India, Islamic Republic of Iran, Japan, Jordan, Republic of Korea, Malaysia, Mexico, Norway, Pakistan, South Africa, Chinese Taiwan, UK, USA, Vietnam) across six continents (Asia, Europe, North America, South America, Africa, and Oceania). Each submission was reviewed by at least three reviewers. Based on rigorous reviews by the Program Committee members and reviewers, 185 high-quality papers were selected for publication in the proceedings with the acceptance rate of 46.9%. The papers are organized in 25 cohesive sections covering all major topics of swarm intelligence research and development.


The books (LNCS 6145 and 6146) constitute the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2010, held in Beijing, China, in June 2010. T he 185 revised full papers presented were carefully reviewed and selected from 394 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, PSO algorithms, applications of PSO algorithms, ACO algorithms, applications of ACO algorithms, artificial immune system, novel swarm-based optimization algorithms, genetic algorithms, evolutionary computation, hybrid algorithms, multi-objective optimization algorithms, multi-robot systems, multi-agent based complex systems (part I) and fuzzy methods, applications of computational intelligence algorithms, signal processing and information security, information processing system, intelligent control, classifier systems, machine learning methods, other optimization algorithms, data mining methods, intelligent computing methods and applications, data mining algorithms and applications, other applications (part II).

Theoretical Analysis of Swarm Intelligence Algorithms.- Stability Problem for a Predator-Prey System.- Study on the Local Search Ability of Particle Swarm Optimization.- The Performance Measurement of a Canonical Particle Swarm Optimizer with Diversive Curiosity.- Mechanism and Convergence of Bee-Swarm Genetic Algorithm.- On the Farther Analysis of Performance of the Artificial Searching Swarm Algorithm.- Orthogonality and Optimality in Non-Pheromone Mediated Foraging.- An Adaptive Staged PSO Based on Particles' Search Capabilities.- PSO Algorithms.- A New Particle Swarm Optimization Algorithm and Its Numerical Analysis.- A New PSO Model Mimicking Bio-parasitic Behavior.- KNOB Particle Swarm Optimizer.- Grouping-Shuffling Particle Swarm Optimization: An Improved PSO for Continuous Optimization.- Gender-Hierarchy Particle Swarm Optimizer Based on Punishment.- An Improved Probability Particle Swarm Optimization Algorithm.- An Automatic Niching Particle Swarm for Multimodal Function Optimization.- An Availability-Aware Task Scheduling for Heterogeneous Systems Using Quantum-behaved Particle Swarm Optimization.- A Novel Encoding Scheme of PSO for Two-Machine Group Scheduling.- Improved Quantum Particle Swarm Optimization by Bloch Sphere.- An Improved Particle Swarm Optimization for Permutation Flowshop Scheduling Problem with Total Flowtime Criterion.- Applications of PSO Algorithms.- Broadband MVDR Beamformer Applying PSO.- Medical Image Registration Algorithm with Generalized Mutual Information and PSO-Powell Hybrid Algorithm.- Particle Swarm Optimization for Automatic Selection of Relevance Feedback Heuristics.- Performance of Optimized Fuzzy Edge Detectors using Particle Swarm Algorithm.- PSO Heuristics Algorithm for Portfolio Optimization.- A New Particle Swarm Optimization Solution to Nonconvex Economic Dispatch Problem.- Optimal Micro-siting of Wind Farms by Particle Swarm Optimization.- PSO Applied to Table Allocation Problems.- Finding the Maximum Module of the Roots of a Polynomial by Particle Swarm Optimization.- ACO Algorithms.- Research on the Ant Colony Optimization Algorithm with Multi-population Hierarchy Evolution.- Graph Partitioning Using Improved Ant Clustering.- A Knowledge-Based Ant Colony Optimization for a Grid Workflow Scheduling Problem.- An Improved Parallel Ant Colony Optimization Based on Message Passing Interface.- Applications of ACO Algorithms.- Research on Fault Diagnosis Based on BP Neural Network Optimized by Chaos Ant Colony Algorithm.- Edge Detection of Laser Range Image Based on a Fast Adaptive Ant Colony Algorithm.- A Real-Time Moving Ant Estimator for Bearings-Only Tracking.- Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms.- Images Boundary Extraction Based on Curve Evolution and Ant Colony Algorithm.- ACO Based Energy-Balance Routing Algorithm for WSNs.- Swarm Intelligence Algorithms for Portfolio Optimization.- Artificial Immune System.- Document Classification with Multi-layered Immune Principle.- A Quantum Immune Algorithm for Multiobjective Parallel Machine Scheduling.- A Resource Limited Immune Approach for Evolving Architecture and Weights of Multilayer Neural Network.- Cryptanalysis of Four-Rounded DES Using Binary Artificial Immune System.- An Immune Concentration Based Virus Detection Approach Using Particle Swarm Optimization.- Novel Swarm-Based Optimization Algorithms.- Fireworks Algorithm for Optimization.- Bacterial Foraging Optimization Algorithm with Particle Swarm Optimization Strategy for Distribution Network Reconfiguration.- Optimization Design of Flash Structure for Forging Die Based on Kriging-PSO Strategy.- A Scatter Search Algorithm for the Slab Stack Shuffling Problem.- Collaboration Algorithm of FSMAS.- GPU-Based Parallelization Algorithm for 2D Line Integral Convolution.- Biogeography Migration Algorithm for Traveling Salesman Problem.- An Approach of Redistricting Based on Simple and Compactness.- Genetic Algorithms.- A Rapid Chaos Genetic Algorithm.- Fitness Function of Genetic Algorithm in Structural Constraint Optimization.- Using Genetic Algorithm for Classification in Face Recognition.- Dynamic Path Optimization of Emergency Transport Based on Hierarchical Genetic Algorithm.- Fault Diagnosis of Analog Circuits Using Extension Genetic Algorithm.- A Collision Detection Algorithm Based on Self-adaptive Genetic Method in Virtual Environment.- A Non-dominated Sorting Bit Matrix Genetic Algorithm for P2P Relay Optimization.- Fast Parallel Memetic Algorithm for Vector Quantization Based for Reconfigurable Hardware and Softcore Processor.- Evolutionary Computation.- Optimization of Minimum Completion Time MTSP Based on the Improved DE.- Differential Evolution for Optimization of Land Use.- Hybrid Differential Evolution for Knapsack Problem.- Bottom-Up Tree Evaluation in Tree-Based Genetic Programming.- Solving Vehicle Assignment Problem Using Evolutionary Computation.- A Computerized Approach of the Knowledge Representation of Digital Evolution Machines in an Artificial World.- An Improved Thermodynamics Evolutionary Algorithm Based on the Minimal Free Energy.- Hybrid Algorithms.- A Hybrid Evolutionary Algorithm Based on Alopex and Estimation of Distribution Algorithm and Its Application for Optimization.- A Hybrid Swarm Intelligent Method Based on Genetic Algorithm and Artificial Bee Colony.- A Hybrid PSO/GA Algorithm for Job Shop Scheduling Problem.- A Hybrid Particle Swarm Optimization Algorithm for Order Planning Problems of Steel Factory.- Hybrid Particle Swarm and Conjugate Gradient Optimization Algorithm.- A Hybrid of Particle Swarm Optimization and Local Search for Multimodal Functions.- A Cooperative Ant Colony System and Genetic Algorithm for TSPs.- Tracking Control of Uncertain DC Server Motors Using Genetic Fuzzy System.- Multi-objective Optimization Algorithms.- Novel Multi-Objective Genetic Algorithm Based on Static Bayesian Game Strategy.- A Hybrid Pareto-Based Tabu Search for Multi-objective Flexible Job Shop Scheduling Problem with E/T Penalty.- Research on Multi-objective Optimization Design of the UUV Shape Based on Numerical Simulation.- Multi-Objective Optimization for Massive Pedestrian Evacuation Using Ant Colony Algorithm.- An Improved Immune Genetic Algorithm for Multiobjective Optimization.- Multi-robot Systems.- Enhanced Mapping of Multi-robot Using Distortion Reducing Filter Based SIFT.- Study on Improved GPGP-Based Multi-agent Semiconductor Fabrication Line Dynamic Scheduling Method.- Multi-robot Formation Control Using Reinforcement Learning Method.- Development of Image Stabilization System Using Extended Kalman Filter for a Mobile Robot.- Multi-agent Based Complex Systems.- Diffusing Method for Unknown Environment Exploration in Multi Robot Systems.- Impulsive Consensus Seeking in Delayed Networks of Multi-agents.- The Application of Multi-agent Technology on the Level of Repair Analysis.- The Framework of an Intelligent Battlefield Damage Assessment System Based on Multi-Agent System.- Adaptive System of Heterogeneous Multi-agent Investors in an Artificial Evolutionary Double Auction Market.- Average Consensus for Directed Networks of Multi-agent with Time-Varying Delay.- Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World.


Titel: Advances in Swarm Intelligence
Untertitel: First International Conference, ICSI 2010, Beijing, China, June 12-15, 2010, Proceedings, Part I
EAN: 9783642134944
ISBN: 3642134947
Format: Kartonierter Einband
Herausgeber: Springer-Verlag GmbH
Genre: Informatik
Anzahl Seiten: 746
Gewicht: 1069g
Größe: H237mm x B159mm x T34mm
Jahr: 2010
Auflage: 2010

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