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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.

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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. The 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).

Fuzzy Methods.- On the Correlations between Fuzzy Variables.- Modeling Fuzzy Data Envelopment Analysis with Expectation Criterion.- Finding and Evaluating Fuzzy Clusters in Networks.- On Fuzzy Diagnosis Model of Plane's Revolution Swing Fault and Simulation Researches.- Fuzzy Cluster Centers Separation Clustering Using Possibilistic Approach.- A Class of Fuzzy Portfolio Optimization Problems: E-S Models.- Application of PSO-Adaptive Neural-fuzzy Inference System (ANFIS) in Analog Circuit Fault Diagnosis.- Applications of Computational Intelligence Algorithms.- Chaos Optimization SVR Algorithm with Application in Prediction of Regional Logistics Demand.- Cooperation Partners Selection for Multiple-Core-Type MPN.- A New Technique for Forecast of Surface Runoff.- Computational Intelligence Algorithms Analysis for Smart Grid Cyber Security.- Using AOBP for Definitional Question Answering.- Radial Basis Function Neural Network Based on PSO with Mutation Operation to Solve Function Approximation Problem.- CRPSO-Based Integrate-and-Fire Neuron Model for Time Series Prediction.- An Agent-Based Model of Make-to-Order Supply Chains.- Signal Processing and Information Security.- Pricing and Bidding Strategy in AdWords Auction under Heterogeneous Products Scenario.- FIR Cutoff Frequency Calculating for ECG Signal Noise Removing Using Artificial Neural Network.- A System Identification Using DRNN Based on Swarm Intelligence.- Force Identification by Using SVM and CPSO Technique.- A Novel Dual Watermarking Scheme for Audio Copyright Protection and Content Authentication.- On the Strength Evaluation of Lesamnta against Differential Cryptanalysis.- Information Processing System.- Sparse Source Separation with Unknown Source Number.- Matrix Estimation Based on Normal Vector of Hyperplane in Sparse Component Analysis.- A New HOS-Based Blind Source Extraction Method to Extract ? Rhythms from EEG Signals.- An Adaptive Sampling Target Tracking Method of WMSNs.- Asymptotic Equivalent Analysis for LTI Overlapping Large-Scale Systems and Their Subsystems.- Brain-Computer Interface System Using Approximate Entropy and EMD Techniques.- An Application of LFP Method for Sintering Ore Ratio.- Contour Map Plotting Algorithm for Evaluating Characteristics of Transient Electron Beam.- Study on Modification Coefficient of Planetary Gear.- Intelligent Control.- The Automatic Feed Control Based on OBP Neural Network.- A Capacitated Production Planning Problem for Closed-Loop Supply Chain.- Distributed Hierarchical Control for Railway Passenger-Dedicated Line Intelligent Transportation System Based on Multi-Agent.- GA-Based Integral Sliding Mode Control for AGC.- Stable Swarm Formation Control Using Onboard Sensor Information.- A Distributed Energy-aware Trust Topology Control Algorithm for Service-Oriented Wireless Mesh Networks.- A Quay Crane Scheduling Model in Container Terminals.- Leader-Follower Formation Control of Multi-robots by Using a Stable Tracking Control Method.- Research on the Coordination Control of Vehicle EPS and ABS.- Classifier Systems.- SVM Classifier Based Feature Selection Using GA, ACO and PSO for siRNA Design.- A Discrete-Time Recurrent Neural Network for Solving Systems of Complex-Valued Linear Equations.- A Recurrent Neural Network for Solving Complex-Valued Quadratic Programming Problems with Equality Constraints.- Computer-Aided Detection and Classification of Masses in Digitized Mammograms Using Artificial Neural Network.- Gene Selection and PSO-BP Classifier Encoding a Prior Information.- A Modified D-S Decision-Making Algorithm for Multi-sensor Target Identification.- Machine Learning Methods.- Intelligent Decision Support System for Breast Cancer.- An Automatic Index Validity for Clustering.- Exemplar Based Laplacian Discriminant Projection.- A Novel Fast Non-negative Matrix Factorization Algorithm and Its Application in Text Clustering.- Coordination of Urban Intersection Agents Based on Multi-interaction History Learning Method.- Global Exponential Stability Analysis of a General Class of Hopfield Neural Networks with Distributed Delays.- Object Recognition of a Mobile Robot Based on SIFT with De-speckle Filtering.- Some Research on Functional Data Analysis.- Other Optimization Algorithms.- Optimization Algorithm of Scheduling Six Parallel Activities to Three Pairs Order Activities.- Research on the Optimization Decision-Making Two Row-Sequencing-Pairs of Activities with Slacks.- A Second-Order Modified Version of Mehrotra-type Predictor-Corrector Algorithm for Convex Quadratic Optimization.- An Optimization Algorithm of Spare Capacity Allocation by Dynamic Survivable Routing.- Numerical Approximation and Optimum Method of Production Monitoring System of the Textile Enterprise.- Design and Simulation of Simulated Annealing Algorithm with Harmony Search.- Sudoku Using Parallel Simulated Annealing.- Data Mining Methods.- A Novel Spatial Obstructed Distance by Dynamic Piecewise Linear Chaotic Map and Dynamic Nonlinear PSO.- A Novel Spatial Clustering with Obstacles Constraints Based on PNPSO and K-Medoids.- The Optimization of Procedure Chain of Three Activities with a Relax Quantum.- Invalidity Analysis of Eco-compensation Projects Based on Two-Stage Game.- Intelligent Computing Methods and Applications.- Botnet Traffic Discriminatory Analysis Using Particle Swarm Optimization.- Design and Implement of a Scheduling Strategy Based on PSO Algorithm.- Optimal Design for 2-DOF PID Regulator Based on PSO Algorithm.- An Examination on Emergence from Social Behavior: A Case in Information Retrieval.- A Novel Fault Diagnosis Method Based-on Modified Neural Networks for Photovoltaic Systems.- Wavelet Packet and Generalized Gaussian Density Based Textile Pattern Classification Using BP Neural Network.- Air Quality Prediction in Yinchuan by Using Neural Networks.- Application of Artificial Neural Network in Composite Research.- Application of Short-Term Load Forecasting Based on Improved Gray-Markov Residuals Amending of BP Neural Network.- The RBFNN 's Application in Nonlinear System Model Based on Improved APC-III Algorithm.- An Improved Harmony Search Algorithm with Dynamic Adaptation for Location of Critical Slip Surface.- Verifying Election Campaign Optimization Algorithm by Several Benchmarking Functions.- Data Mining Algorithms and Applications.- An Algorithm of Alternately Mining Frequent Neighboring Class Set.- Internet Public Opinion Hotspot Detection Research Based on K-means Algorithm.- A Traffic Video Background Extraction Algorithm Based on Image Content Sensitivity.- A Novel Clustering and Verification Based Microarray Data Bi-clustering Method.- FCM Clustering Method Based Research on the Fluctuation Phenomenon in Power Network.- A Multimodality Medical Image Fusion Algorithm Based on Wavelet Transform.- Adjusting the Clustering Results Referencing an External Set.- Sensitivity Analysis on Single Activity to Network Float in CPM Network Planning.- Research on Hand Language Video Retrieval.- Other Applications.- Research on Preprocess Approach for Uncertain System Based on Rough Set.- Research on the Synergy Model between Knowledge Capital and Regional Economic Development.- Research on Benefits Distribution Model for Maintenance Partnerships of the Single-Core MPN.- Illumination Invariant Color Model for Object Recognition in Robot Soccer.- A New Algorithm of an Improved Detection of Moving Vehicles.- An Improved Combination of Constant Modulus Algorithms Used in Underwater Acoustic Channels.- PID Control Analysis of Brake Test Bench.- The Dual Model of a Repairable System.- A Comprehensive Study of Neutral-Point-Clamped Voltage Source PWM Rectifiers.- FPGA-Based Cooling Fan Control System for Automobile Engine.


Titel: Advances in Swarm Intelligence
Untertitel: First International Conference, ICSI 2010, Beijing, China, June 12-15, 2010, Proceedings, Part II
EAN: 9783642134975
ISBN: 3642134971
Format: Kartonierter Einband
Herausgeber: Springer-Verlag GmbH
Genre: Informatik
Anzahl Seiten: 772
Gewicht: 1060g
Größe: H237mm x B162mm x T34mm
Jahr: 2010
Auflage: 2010

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