Advances in swarm intelligence : 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings. Part I / Ying Tan, Yuhui Shi, Hongwei Mo (eds.).
Contributor(s): Tan, Ying [editor.] | Shi, Yuhui [editor.] | Mo, Hongwei [editor.]Material type: TextSeries: SerienbezeichnungLecture notes in computer science: 7928.; LNCS sublibrary: Publisher: Heidelberg : Springer, Description: 1 online resource (576 pages) : illustrations (black and white)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642387036; 3642387039; 3642387020; 9783642387029Other title: ICSI 2013Subject(s): Swarm intelligence -- Congresses | Artificial Intelligence | Swarm intelligence | Computer science | Computer software | Electronic data processing | Computational complexity | Data mining | Artificial intelligence | Algorithm Analysis and Problem Complexity | Numeric Computing | computerwetenschappen | computer sciences | numerieke methoden | numerical methods | computertechnieken | computer techniques | wiskunde | mathematics | algoritmen | algorithms | computeranalyse | computer analysis | kunstmatige intelligentie | datamining | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Advances in swarm intelligence. ICSI (Conference) (4th : 2013 : Harbin, China).DDC classification: 006.3 LOC classification: Q337.3 | .I27 2013Other classification: 54.10 | 54.72 Online resources: Click here to access online
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Analysis of Swarm Intelligence Based Algorithms. Interactive Robotic Fish for the Analysis of Swarm Behavior / Tim Landgraf [and others] -- The Improvement on Controlling Exploration and Exploitation of Firework Algorithm / Jianhua Liu, Shaoqiu Zheng, Ying Tan -- Diversity Analysis of Population in Shuffled Frog Leaping Algorithm / Lianguo Wang, Yaxing Gong -- An Artificial Chemistry System for Simulating Cell Chemistry: The First Step / Chien-Le Goh, Hong Tat Ewe, Yong Kheng Goh.
Particle Swarm Optimization. Maturity of the Particle Swarm as a Metric for Measuring the Collective Intelligence of the Swarm / Zdenka Winklerová -- Particle Swarm Optimization in Regression Analysis: A Case Study / Shi Cheng [and others] -- Mechanical PSO Aided by Extremum Seeking for Swarm Robots Cooperative Search / Qirong Tang, Peter Eberhard -- Multi-swarm Particle Swarm Optimization with a Center Learning Strategy / Ben Niu [and others] -- Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity / Ying Gao [and others] -- GSO: An Improved PSO Based on Geese Flight Theory / Shengkui Dai, Peixian Zhuang, Wenjie Xiang.
Improved Algorithms Based on the Simple Particle Swarm Optimization / Lei Liu [and others] -- A Test of Position Determination with PSO / Walter W. Chen, Jian-An Wang, Zhe-Ping Shen -- Initial Particles Position for PSO, in Bound Constrained Optimization / Emilio Fortunato Campana [and others] -- Visualizing the Impact of Probability Distributions on Particle Swarm Optimization / Tjorben Bogon, Fabian Lorig, Ingo J. Timm -- Local and Global Search Based PSO Algorithm / Yanxia Sun, Zenghui Wang, Barend Jacobus van Wyk -- Cask Theory Based Parameter Optimization for Particle Swarm Optimization / Zenghui Wang, Yanxia Sun.
Applications of PSO Algorithms. A Piecewise Linearization Method of Significant Wave Height Based on Particle Swarm Optimization / Liqiang Liu, Zhichao Fan, Xiangguo Wang -- Design Fuzzy Logic Controller by Particle Swarm Optimization for Wind Turbine / Nasseer K. Bachache, Jinyu Wen -- Parameter Identification of RVM Runoff Forecasting Model Based on Improved Particle Swarm Optimization / Yuzhi Shi [and others] -- An Approach Based on Evaluation Particle Swarm Optimization Algorithm for 2D Irregular Cutting Stock Problem / Yan-xin Xu, Gen-Ke Yang, Chang-chun Pan -- Optimization Analysis of Controlling Arrivals in the Queueing System with Single Working Vacation Using Particle Swarm Optimization / Cheng-Dar Liou -- Anomaly Detection in Hyperspectral Imagery Based on PSO Clustering / Baozhi Cheng, Zongguang Guo -- Transcribing Bach Chorales Using Particle Swarm Optimisations / Somnuk Phon-Amnuaisuk -- Deadline Constrained Task Scheduling Based on Standard-PSO in a Hybrid Cloud / Guoxiang Zhang, Xingquan Zuo.
An Enhanced Node Repeatable Virtual Network Embedding Algorithm Based PSO Solution / Cong Wang [and others] -- The Application of Particle Swarm Optimization Arithmetic in Propeller Design / Chao Wang [and others] -- Application of an Improved Particle Swarm Optimization Algorithm in Hydrodynamic Design / Sheng Huang [and others] -- Modeling of Manufacturing N-phase Multiphase Motor Using Orthogonal Particle Swarm Optimization / Jian-Long Kuo -- An Effective Transactional Service Selection Approach with Global Optimization Based on Skyline and Particle Swarm Optimization / Wanchun Yang, Chenxi Zhang -- Discrete Particle Swarm Optimization Algorithm for Virtual Network Reconfiguration / Ying Yuan [and others] -- Power Distribution Network Planning Application Based on Multi-Objective Binary Particle Swarm Optimization Algorithm / José Roberto Bezerra, Giovanni Cordeiro Barroso, Ruth Pastôra Saraiva Leão.
Ant Colony Optimization Algorithms. Improving Chaotic Ant Swarm Performance with Three Strategies / Yu-Ying Li, Li-Xiang Li, Hai-Peng Peng -- Improved Ant Colony Classification Algorithm Applied to Membership Classification / Hongxing Wu, Kai Sun -- Two Ant Decision Levels and Its Application to Multi-Cell Tracking / Benlian Xu [and others] -- An Ant Colony System Based on the Physarum Network / Tao Qian [and others] -- Solving the Minimum Common String Partition Problem with the Help of Ants / S.M. Ferdous, M. Sohel Rahman -- Ant Colony Optimization for Channel Assignment Problem in a Clustered Mobile Ad Hoc Network / Mahboobeh Parsapoor, Urban Bilstrup.
Biogeography-Based Optimization Algorithms. Constrained Multi-objective Biogeography Optimization Algorithm for Robot Path Planning / Hongwei Mo, Zhidan Xu, Qirong Tang -- A Simplified Biogeography-Based Optimization Using a Ring Topology / Yujun Zheng [and others].
Novel Swarm-Based Search Methods. Optimal Power Flow Solution Using Self-Evolving Brain-Storming Inclusive Teaching-Learning-Based Algorithm / K.R. Krishnanand [and others] -- Structural Test Data Generation Based on Harmony Search / Chengying Mao -- A Study on an Evaluation Model for Robust Nurse Rostering Based on Heuristics / Ziran Zheng, Xiaoju Gong -- A Study of Human Flesh Search Based on SIR Flooding on Scale-Free Networks / Dawei Meng, Lei Zhang, Long Cheng.
Bee Colony Algorithms. A Modified Artificial Bee Colony Algorithm for Post-enrollment Course Timetabling / Asaju La'aro Bolaji, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar -- Immune Based Chaotic Artificial Bee Colony Multiobjective Optimization Algorithm / Xia Zhou, Jiong Shen, Yiguo Li -- Using Modular Neural Network with Artificial Bee Colony Algorithm for Classification / Wei-Xin Ling, Yun-Xia Wang -- Algorithms and Framework for Comparison of Bee-Intelligence Based Peer-to-Peer Lookup / Vesna Šešum-Čavić, Eva Kühn.
Differential Evolution. Differential Evolution with Group Crossover for Automatic Synthesis of Analog Circuit / Ting Wu, Jingsong He -- MMODE: A Memetic Multiobjective Differential Evolution Algorithm / Zhou Wu, Xiaohua Xia, Jiangfeng Zhang -- One Parameter Differential Evolution (OPDE) for Numerical Benchmark Problems / Y. Kang [and others].
Parameter Optimization. Parameter Optimization of Local-Concentration Model for Spam Detection by Using Fireworks Algorithm / Wenrui He, Guyue Mi, Ying Tan -- Parameter Optimization for Bezier Curve Fitting Based on Genetic Algorithm / Linghui Zhao [and others] -- OFDM System with Reduce Peak-to-Average Power Ratio Using Optimum Combination of Partial Transmit Sequences / Yung-Cheng Yao, Ho-Lung Hung, Jyh-Horng Wen.
Neural Networks. Evolutionary Three-Stage Approach for Designing of Neural Networks Ensembles for Classification Problems / Vladimir Bukhtoyarov, Eugene Semenkin -- Evolved Neural Network Based Intelligent Trading System for Stock Market / Lifeng Zhang, Yifan Sun -- The Growing Radial Basis Function (RBF) Neural Network and Its Applications / Yan Li [and others] -- Network-Based Neural Adaptive Sliding Mode Controller for the Ship Steering Problem / Guoqing Xia, Huiyong Wu -- A Behavior Modeling Method of Virtual Characters Approximated by Artificial Neural Network / Ya Zhao, Xianmei Liu, Qiong Wu -- Fuzzy Methods. A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier / Zeineb Chelly, Zied Elouedi -- Multi Objective Swarm Optimization Design Fuzzy Controller to Adjust Speed of AC Motor Drive / Nasseer K. Bachache, Jinyu Wen.
Rough Soft Sets in Fuzzy Setting / Xueyou Chen -- 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 / Mei Xue, Jingsong He -- An Evolutionary Game Model of Organizational Routines on Complex Networks / Dehua Gao, Xiuquan Deng, Bing Bai -- A Novel Negative-Correlation Redundancy Evolutionary Framework Based on Stochastic Ranking for Fault-Tolerant Design of Analog Circuit / Chao Lin, Jingsong He -- Intelligent Modeling and Prediction of Elastic Modulus of Concrete Strength via Gene Expression Programming / Amir Hossein Gandomi [and others].
International conference proceedings.
Includes author index.
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.
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