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Advances in Swarm Intelligence, Part II: Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part II (Lecture Notes in Computer Science (6729))

معرفی کتاب «Advances in Swarm Intelligence, Part II: Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part II (Lecture Notes in Computer Science (6729))» نوشتهٔ Li Nie, Liang Gao, Peigen Li, Xiaojuan Wang (auth.), Ying Tan, Yuhui Shi, Yi Chai, Guoyin Wang (eds.)، منتشرشده توسط نشر Springer-Verlag GmbH Berlin Heidelberg. این کتاب در فرمت pdf، زبان انگلیسی ارائه شده است.

The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications. Front Matter....Pages - Multi-Objective Optimization for Dynamic Single-Machine Scheduling....Pages 1-9 Research of Pareto-Based Multi-Objective Optimization for Multi-Vehicle Assignment Problem Based on MOPSO....Pages 10-16 Correlative Particle Swarm Optimization for Multi-objective Problems....Pages 17-25 A PSO-Based Hybrid Multi-Objective Algorithm for Multi-Objective Optimization Problems....Pages 26-33 The Properties of Birandom Multiobjective Programming Problems....Pages 34-40 A Modified Multi-objective Binary Particle Swarm Optimization Algorithm....Pages 41-48 Improved Multiobjective Particle Swarm Optimization for Environmental/Economic Dispatch Problem in Power System....Pages 49-56 A New Multi-Objective Particle Swarm Optimization Algorithm for Strategic Planning of Equipment Maintenance....Pages 57-65 Multiobjective Optimization for Nurse Scheduling....Pages 66-73 A Multi-Objective Binary Harmony Search Algorithm....Pages 74-81 A Self-organized Approach to Collaborative Handling of Multi-robot Systems....Pages 82-90 An Enhanced Formation of Multi-robot Based on A* Algorithm for Data Relay Transmission....Pages 91-98 WPAN Communication Distance Expansion Method Based on Multi-robot Cooperation Navigation....Pages 99-107 Relative State Modeling Based Distributed Receding Horizon Formation Control of Multiple Robot Systems....Pages 108-117 Simulation and Experiments of the Simultaneous Self-assembly for Modular Swarm Robots....Pages 118-127 Impulsive Consensus in Networks of Multi-agent Systems with Any Communication Delays....Pages 128-135 FDClust: A New Bio-Inspired Divisive Clustering Algorithm....Pages 136-145 Mining Class Association Rules from Dynamic Class Coupling Data to Measure Class Reusability Pattern....Pages 146-156 An Algorithm of Constraint Frequent Neighboring Class Sets Mining Based on Separating Support Items....Pages 157-163 A Multi-period Stochastic Production Planning and Sourcing Problem with Discrete Demand Distribution....Pages 164-172 Exploration of Rough Sets Analysis in Real-World Examination Timetabling Problem Instances....Pages 173-182 Community Detection in Sample Networks Generated from Gaussian Mixture Model....Pages 183-190 Efficient Reduction of the Number of Associations Rules Using Fuzzy Clustering on the Data....Pages 191-199 A Localization Algorithm in Wireless Sensor Networks Based on PSO....Pages 200-206 Game Theoretic Approach in Routing Protocol for Cooperative Wireless Sensor Networks....Pages 207-217 A New Collaborative Filtering Recommendation Approach Based on Naive Bayesian Method....Pages 218-227 Statistical Approach for Calculating the Energy Consumption by Cell Phones....Pages 228-235 Comparison of Ensemble Classifiers in Extracting Synonymous Chinese Transliteration Pairs from Web....Pages 236-243 Combining Classifiers by Particle Swarms with Local Search....Pages 244-251 An Expert System Based on Analytical Hierarchy Process for Diabetes Risk Assessment (DIABRA)....Pages 252-259 Practice of Crowd Evacuating Process Model with Cellular Automata Based on Safety Training....Pages 260-268 Feature Selectionfor Unlabeled Data....Pages 269-274 Feature Selection Algorithm Based on Least Squares Support Vector Machine and Particle Swarm Optimization....Pages 275-282 Unsupervised Local and Global Weighting for Feature Selection....Pages 283-290 Graph-Based Feature Recognition of Line-Like Topographic Map Symbols....Pages 291-298 Automatic Recognition of Topographic Map Symbols Based on Their Textures....Pages 299-306 Using Population Based Algorithms for Initializing Nonnegative Matrix Factorization....Pages 307-316 A Kind of Object Level Measuring Method Based on Image Processing....Pages 317-326 Fast Human Detection Using a Cascade of United Hogs....Pages 327-332 The Analysis of Parameters t and k of LPP on Several Famous Face Databases....Pages 333-339 Local Block Representation for Face Recognition....Pages 340-347 Feature Level Fusion of Fingerprint and Finger Vein Biometrics....Pages 348-355 A Research of Reduction Algorithm for Support Vector Machine....Pages 356-362 Fast Support Vector Regression Based on Cut....Pages 363-370 Using Genetic Algorithm for Parameter Tuning ON ILC Controller Design....Pages 371-378 Controller Design for a Heat Exchanger in Waste Heat Utilizing Systems....Pages 379-386 Test Research on Radiated Susceptibility of Automobile Electronic Control System....Pages 387-394 Forgeability Attack of Two DLP-Base Proxy Blind Signature Schemes....Pages 395-402 Key Cutting Algorithm and Its Variants for Unconstrained Optimization Problems....Pages 403-410 Transmitter-Receiver Collaborative-Relay Beamforming by Simulated Annealing....Pages 411-418 Calculation of Quantities of Spare Parts and the Estimation of Availability in the Repaired as Old Models....Pages 419-426 The Design of the Algorithm of Creating Sudoku Puzzle....Pages 427-433 Research and Validation of the Smart Power Two-Way Interactive System Based on Unified Communication Technology....Pages 434-440 A Micro Wireless Video Transmission System....Pages 441-448 Inclusion Principle for Dynamic Graphs....Pages 449-456 Lie Triple Derivations for the Parabolic Subalgebras of gl(n,R)....Pages 457-464 Non-contact Icing Detection on Helicopter and Experiments Research....Pages 465-473 Research on Decision-Making Simulation of "Gambler’s Fallacy" and "Hot Hand"....Pages 474-478 An Integration Process Model of Enterprise Information System Families Based on System of Systems....Pages 479-485 A Linear Multisensor PHD Filter Using the Measurement Dimension Extension Approach....Pages 486-493 An Improved Particle Swarm Optimization for Uncertain Information Fusion....Pages 494-501 Three-Primary-Color Pheromone for Track Initiation....Pages 502-508 Visual Tracking of Multiple Targets by Multi-Bernoulli Filtering of Background Subtracted Image Data....Pages 509-518 Mobile Robotics in a Random Finite Set Framework....Pages 519-528 IMM Algorithm for a 3D High Maneuvering Target Tracking....Pages 529-536 A New Method Based on Ant Colony Optimization for the Probability Hypothesis Density Filter....Pages 537-542 A Hybrid Algorithm Based on Fish School Search and Particle Swarm Optimization for Dynamic Problems....Pages 543-552 Feeding the Fish – Weight Update Strategies for the Fish School Search Algorithm....Pages 553-562 Density as the Segregation Mechanism in Fish School Search for Multimodal Optimization Problems....Pages 563-572 Mining Coherent Biclusters with Fish School Search....Pages 573-582 Back Matter....Pages - Annotation The two-volume set (LNCS 6728 and 6729) constitutes the refereedproceedings of the International Conference on Swarm Intelligence, ICSI2011, held in Chongqing, China, in June 2011.The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications
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