Screen LibraryAdvances in swarm intelligence : 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings. Part I /
This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The paper...
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| Corporate Authors: | ; |
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| Group Author: | ; ; |
| Published: |
Springer,
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| Publisher Address: | Heidelberg : |
| Publication Dates: | [2013] |
| Literature type: | eBook |
| Language: | English |
| Series: |
Lecture notes in computer science,
7928 LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-38703-6 |
| Summary: |
This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games. |
| Item Description: |
International conference proceedings. Includes author index. |
| Carrier Form: | 1 online resource (576 pages) : illustrations (black and white) |
| ISBN: |
9783642387036 (electronic book) 3642387039 (electronic book) |
| Index Number: | Q337 |
| CLC: | TP18-532 |
| Contents: |
Analysis of Swarm Intelligence Based Algorithms. Interactive Robotic Fish for the Analysis of Swarm Behavior / The Improvement on Controlling Exploration and Exploitation of Firework Algorithm / Diversity Analysis of Population in Shuffled Frog Leaping Algorithm / An Artificial Chemistry System for Simulating Cell Chemistry: The First Step / Particle Swarm Optimization. Maturity of the Particle Swarm as a Metric for Measuring the Collective Intelligence of the Swarm / Particle Swarm Optimization in Regression Analysis: A Case Study / Mechanical PSO Aided by Extremum Seeking for Swarm Robots Cooperative Search / Multi-swarm Particle Swarm Optimization with a Center Learning Strategy / Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity / GSO: An Improved PSO Based on Geese Flight Theory / Improved Algorithms Based on the Simple Particle Swarm Optimization / A Test of Position Determination with PSO / Initial Particles Position for PSO, in Bound Constrained Optimization / Visualizing the Impact of Probability Distributions on Particle Swarm Optimization / Local and Global Search Based PSO Algorithm / Cask Theory Based Parameter Optimization for Particle Swarm Optimization / Applications of PSO Algorithms. A Piecewise Linearization Method of Significant Wave Height Based on Particle Swarm Optimization / Design Fuzzy Logic Controller by Particle Swarm Optimization for Wind Turbine / Parameter Identification of RVM Runoff Forecasting Model Based on Improved Particle Swarm Optimization / An Approach Based on Evaluation Particle Swarm Optimization Algorithm for 2D Irregular Cutting Stock Problem / Optimization Analysis of Controlling Arrivals in the Queueing System with Single Working Vacation Using Particle Swarm Optimization / Anomaly Detection in Hyperspectral Imagery Based on PSO Clustering / Transcribing Bach Chorales Using Particle Swarm Optimisations / Deadline Constrained Task Scheduling Based on Standard-PSO in a Hybrid Cloud / An Enhanced Node Repeatable Virtual Network Embedding Algorithm Based PSO Solution / The Application of Particle Swarm Optimization Arithmetic in Propeller Design / Application of an Improved Particle Swarm Optimization Algorithm in Hydrodynamic Design / Modeling of Manufacturing N-phase Multiphase Motor Using Orthogonal Particle Swarm Optimization / An Effective Transactional Service Selection Approach with Global Optimization Based on Skyline and Particle Swarm Optimization / Discrete Particle Swarm Optimization Algorithm for Virtual Network Reconfiguration / Power Distribution Network Planning Application Based on Multi-Objective Binary Particle Swarm Optimization Algorithm / Ant Colony Optimization Algorithms. Improving Chaotic Ant Swarm Performance with Three Strategies / Improved Ant Colony Classification Algorithm Applied to Membership Classification / Two Ant Decision Levels and Its Application to Multi-Cell Tracking / An Ant Colony System Based on the Physarum Network / Solving the Minimum Common String Partition Problem with the Help of Ants / Ant Colony Optimization for Channel Assignment Problem in a Clustered Mobile Ad Hoc Network / Biogeography-Based Optimization Algorithms. Constrained Multi-objective Biogeography Optimization Algorithm for Robot Path Planning / A Simplified Biogeography-Based Optimization Using a Ring Topology / Novel Swarm-Based Search Methods. Optimal Power Flow Solution Using Self-Evolving Brain-Storming Inclusive Teaching-Learning-Based Algorithm / Structural Test Data Generation Based on Harmony Search / A Study on an Evaluation Model for Robust Nurse Rostering Based on Heuristics / A Study of Human Flesh Search Based on SIR Flooding on Scale-Free Networks / Bee Colony Algorithms. A Modified Artificial Bee Colony Algorithm for Post-enrollment Course Timetabling / Immune Based Chaotic Artificial Bee Colony Multiobjective Optimization Algorithm / Using Modular Neural Network with Artificial Bee Colony Algorithm for Classification / Algorithms and Framework for Comparison of Bee-Intelligence Based Peer-to-Peer Lookup / Differential Evolution. Differential Evolution with Group Crossover for Automatic Synthesis of Analog Circuit / MMODE: A Memetic Multiobjective Differential Evolution Algorithm / One Parameter Differential Evolution (OPDE) for Numerical Benchmark Problems / Parameter Optimization. Parameter Optimization of Local-Concentration Model for Spam Detection by Using Fireworks Algorithm / Parameter Optimization for Bezier Curve Fitting Based on Genetic Algorithm / OFDM System with Reduce Peak-to-Average Power Ratio Using Optimum Combination of Partial Transmit Sequences / Neural Networks. Evolutionary Three-Stage Approach for Designing of Neural Networks Ensembles for Classification Problems / Evolved Neural Network Based Intelligent Trading System for Stock Market / The Growing Radial Basis Function (RBF) Neural Network and Its Applications / Network-Based Neural Adaptive Sliding Mode Controller for the Ship Steering Problem / A Behavior Modeling Method of Virtual Characters Approximated by Artificial Neural Network / Fuzzy Methods. A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier / Multi Objective Swarm Optimization Design Fuzzy Controller to Adjust Speed of AC Motor Drive / Rough Soft Sets in Fuzzy Setting / Evolutionary Programming and Evolutionary Games. A Circuit Generating Mechanism with Evolutionary Programming for Improving the Diversity of Circuit Topology in Population-Based Analog Circuit Design / An Evolutionary Game Model of Organizational Routines on Complex Networks / A Novel Negative-Correlation Redundancy Evolutionary Framework Based on Stochastic Ranking for Fault-Tolerant Design of Analog Circuit / Intelligent Modeling and Prediction of Elastic Modulus of Concrete Strength via Gene Expression Programming / |