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Swarm and evolutionary computation : international symposia, SIDE 2012 and EC 2012, Held in Conjunction with ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012. Proceedings / Leszek Rutkowski [and others] (eds.).

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 7269. | LNCS sublibrary. SL 1, Theoretical computer science and general issues.Publication details: Berlin ; New York : Springer, ©2012.Description: 1 online resource (xvi, 414 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783642293535
  • 3642293530
Other title:
  • SIDE 2012
  • EC 2012
Subject(s): Genre/Form: Additional physical formats: Printed edition:: No titleDDC classification:
  • 006.3 23
LOC classification:
  • Q337.3 .S93 2012
Online resources:
Contents:
The Pachycondyla Apicalis Ants Search Strategy for Data Clustering Problems / Djibrilla Amadou Kountché, Nicolas Monmarché and Mohamed Slimane -- PARADE: A Massively Parallel Differential Evolution Template for EASEA / Jarosław Arabas, Ogier Maitre and Pierre Collet -- A 3D Discrete-Continuum Swarm Intelligence Simulation on GPU for Swarm Robotics and Biomedical Applications / Li Bai and David Feltell -- Gathering of Fat Robots with Limited Visibility and without Global Navigation / Kálmán Bolla, Tamás Kovacs and Gábor Fazekas -- Parallel Migration Model Employing Various Adaptive Variants of Differential Evolution / Petr Bujok and Josef Tvrdík -- A Differential Evolution Algorithm Assisted by ANFIS for Music Fingering / Roberto De Prisco, Gianluca Zaccagnino and Rocco Zaccagnino -- Hybridization of Differential Evolution and Particle Swarm Optimization in a New Algorithm: DEPSO-2S / Abbas El Dor, Maurice Clerc and Patrick Siarry -- A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring / Iztok Fister, Iztok Fister and Janez Brest -- Monte-Carlo Swarm Policy Search / Jeremy Fix and Matthieu Geist -- Compact Bacterial Foraging Optimization / Giovanni Iacca, Ferrante Neri and Ernesto Mininno -- A Coevolutionary MiniMax Algorithm for the Detection of Nash Equilibrium / Andrew Koh.
Real-Time Tracking of Full-Body Motion Using Parallel Particle Swarm Optimization with a Pool of Best Particles / Tomasz Krzeszowski, Bogdan Kwolek, Boguslaw Rymut, Konrad Wojciechowski and Henryk Josinski -- Decomposition and Metaoptimization of Mutation Operator in Differential Evolution / Karol Opara and Jarosław Arabas -- Continuous Ant Colony Optimization for Identification of Time Delays in the Linear Plant / Janusz Papliński -- A Variable Iterated Greedy Algorithm with Differential Evolution for Solving No-Idle Flowshops / M. Fatih Tasgetiren, Quan-Ke Pan, P.N. Suganthan and Ozge Buyukdagli -- Differential Evolution with Competing Strategies Applied to Partitional Clustering / Josef Tvrdík and Ivan Křivý -- Contiguous Binomial Crossover in Differential Evolution / Matthieu Weber and Ferrante Neri -- Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges / Aleš Zamuda and Janez Brest -- Genetic Optimization of Fuzzy Rule Based MAS Using Cognitive Analysis / Petr Cermak and Michal Mura -- Does Memetic Approach Improve Global Induction of Regression and Model Trees? / Marcin Czajkowski and Marek Kretowski -- Evolutionary Optimization of Decomposition Strategies for Logical Functions / Stanisław Deniziak and Karol Wieczorek -- Tournament Feature Selection with Directed Mutations / Grzegorz Dudek.
Fully Controllable Ant Colony System for Text Data Clustering / Piotr Dziwiński, Łukasz Bartczuk and Janusz T. Starczewski -- Creating Learning Sets for Control Systems Using an Evolutionary Method / Marcin Gabryel, Marcin Woźniak and Robert K. Nowicki -- Random State Genetic Algorithm / Louis Gacôgne -- Accuracy vs. Interpretability of Fuzzy Rule-Based Classifiers: An Evolutionary Approach / Marian B. Gorzałczany and Filip Rudziński -- Genetic Fuzzy Rule-Based Modelling of Dynamic Systems Using Time Series / Marian B. Gorzałczany and Filip Rudziński -- Application of the Ant Colony Optimization Algorithm for Reconstruction of the Thermal Conductivity Coefficient / Edyta Hetmaniok, Damian Słota and Adam Zielonka -- Comparison of ABC and ACO Algorithms Applied for Solving the Inverse Heat Conduction Problem / Edyta Hetmaniok, Damian Słota, Adam Zielonka and Roman Wituła -- Optimising Search Engines Using Evolutionally Adapted Language Models in Typed Dependency Parses / Marcin Karwinski -- The Modified IWO Algorithm for Optimization of Numerical Functions / Daniel Kostrzewa and Henryk Josiński -- Solving Fuzzy Job-Shop Scheduling Problem by a Hybrid PSO Algorithm / Junqing Li, Quan-Ke Pan, P.N. Suganthan and M. Fatih Tasgetiren -- On Designing Genetic Algorithms for Solving Small- and Medium-Scale Traveling Salesman Problems / Chun Liu and Andreas Kroll.
Explore Influence of Differential Operator in DE Mutation with Unrestrained Method to Generate Mutant Vector / Hao Liu, Han Huang and Shusen Liu -- Survey on Particle Swarm Optimization Based Clustering Analysis / Veenu Mangat -- Glowworm Optimization / Jakub Niwa -- A Comparison of Two Adaptation Approaches in Differential Evolution / Radka Poláková and Josef Tvrdík -- The Fuzzy-Genetic System for Multiobjective Optimization / Krzysztof Pytel and Tadeusz Nawarycz -- Fletcher's Filter Methodology as a Soft Selector in Evolutionary Algorithms for Constrained Optimization / Ewaryst Rafajłowicz and Wojciech Rafajłowicz -- Pointwise Convergence of Discrete Ant System Algorithm / Paweł Rembelski and Witold Kosiński -- Evolutionary and Meta-evolutionary Approach for the Optimization of Chaos Control / Roman Senkerik, Zuzana Oplatkova, Donald Davendra and Ivan Zelinka -- Evolutionary Multi-objective Optimization of Personal Computer Hardware Configurations / Adam Slowik -- Type-2 Fuzzy Logic Control of Trade-off between Exploration and Exploitation Properties of Genetic Algorithms / Adam Slowik -- A Parallel Genetic Algorithm for Propensity Modeling in Consumer Finance / Ramasubramanian Sundararajan, Tarun Bhaskar and Padmini Rajagopalan -- Hybrid Particle Swarm Optimizer and Its Application in Identification of Room Acoustic Properties / Mirosław Szczepanik, Arkadiusz Poteralski, Jacek Ptaszny and Tadeusz Burczyński -- reCORE -- A Coevolutionary Algorithm for Rule Extraction / Bogdan Trawiński and Grzegorz Matoga -- MGPSO -- The Managed Evolutionary Optimization / Radosław Z. Ziembiński.
Summary: The volume LNCS 7269 constitutes the refereed proceedings of the International Symposium on Swarm Intelligence and Differential Evolution, SIDE 2012, held in Zakopane, Poland, in April/May 2012 in conjunction with the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012 (proceedings published as two-volume set LNAI 7267 and 7268). The 212 revised full papers presented were carefully reviewed and selected from 483 submissions. The volume is divided into two topical parts: proceedings of the 2012 symposium on swarm intelligence and differential evolution and on evolutionary algorithms and their applications.
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Includes bibliographical references and author index.

The Pachycondyla Apicalis Ants Search Strategy for Data Clustering Problems / Djibrilla Amadou Kountché, Nicolas Monmarché and Mohamed Slimane -- PARADE: A Massively Parallel Differential Evolution Template for EASEA / Jarosław Arabas, Ogier Maitre and Pierre Collet -- A 3D Discrete-Continuum Swarm Intelligence Simulation on GPU for Swarm Robotics and Biomedical Applications / Li Bai and David Feltell -- Gathering of Fat Robots with Limited Visibility and without Global Navigation / Kálmán Bolla, Tamás Kovacs and Gábor Fazekas -- Parallel Migration Model Employing Various Adaptive Variants of Differential Evolution / Petr Bujok and Josef Tvrdík -- A Differential Evolution Algorithm Assisted by ANFIS for Music Fingering / Roberto De Prisco, Gianluca Zaccagnino and Rocco Zaccagnino -- Hybridization of Differential Evolution and Particle Swarm Optimization in a New Algorithm: DEPSO-2S / Abbas El Dor, Maurice Clerc and Patrick Siarry -- A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring / Iztok Fister, Iztok Fister and Janez Brest -- Monte-Carlo Swarm Policy Search / Jeremy Fix and Matthieu Geist -- Compact Bacterial Foraging Optimization / Giovanni Iacca, Ferrante Neri and Ernesto Mininno -- A Coevolutionary MiniMax Algorithm for the Detection of Nash Equilibrium / Andrew Koh.

Real-Time Tracking of Full-Body Motion Using Parallel Particle Swarm Optimization with a Pool of Best Particles / Tomasz Krzeszowski, Bogdan Kwolek, Boguslaw Rymut, Konrad Wojciechowski and Henryk Josinski -- Decomposition and Metaoptimization of Mutation Operator in Differential Evolution / Karol Opara and Jarosław Arabas -- Continuous Ant Colony Optimization for Identification of Time Delays in the Linear Plant / Janusz Papliński -- A Variable Iterated Greedy Algorithm with Differential Evolution for Solving No-Idle Flowshops / M. Fatih Tasgetiren, Quan-Ke Pan, P.N. Suganthan and Ozge Buyukdagli -- Differential Evolution with Competing Strategies Applied to Partitional Clustering / Josef Tvrdík and Ivan Křivý -- Contiguous Binomial Crossover in Differential Evolution / Matthieu Weber and Ferrante Neri -- Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges / Aleš Zamuda and Janez Brest -- Genetic Optimization of Fuzzy Rule Based MAS Using Cognitive Analysis / Petr Cermak and Michal Mura -- Does Memetic Approach Improve Global Induction of Regression and Model Trees? / Marcin Czajkowski and Marek Kretowski -- Evolutionary Optimization of Decomposition Strategies for Logical Functions / Stanisław Deniziak and Karol Wieczorek -- Tournament Feature Selection with Directed Mutations / Grzegorz Dudek.

Fully Controllable Ant Colony System for Text Data Clustering / Piotr Dziwiński, Łukasz Bartczuk and Janusz T. Starczewski -- Creating Learning Sets for Control Systems Using an Evolutionary Method / Marcin Gabryel, Marcin Woźniak and Robert K. Nowicki -- Random State Genetic Algorithm / Louis Gacôgne -- Accuracy vs. Interpretability of Fuzzy Rule-Based Classifiers: An Evolutionary Approach / Marian B. Gorzałczany and Filip Rudziński -- Genetic Fuzzy Rule-Based Modelling of Dynamic Systems Using Time Series / Marian B. Gorzałczany and Filip Rudziński -- Application of the Ant Colony Optimization Algorithm for Reconstruction of the Thermal Conductivity Coefficient / Edyta Hetmaniok, Damian Słota and Adam Zielonka -- Comparison of ABC and ACO Algorithms Applied for Solving the Inverse Heat Conduction Problem / Edyta Hetmaniok, Damian Słota, Adam Zielonka and Roman Wituła -- Optimising Search Engines Using Evolutionally Adapted Language Models in Typed Dependency Parses / Marcin Karwinski -- The Modified IWO Algorithm for Optimization of Numerical Functions / Daniel Kostrzewa and Henryk Josiński -- Solving Fuzzy Job-Shop Scheduling Problem by a Hybrid PSO Algorithm / Junqing Li, Quan-Ke Pan, P.N. Suganthan and M. Fatih Tasgetiren -- On Designing Genetic Algorithms for Solving Small- and Medium-Scale Traveling Salesman Problems / Chun Liu and Andreas Kroll.

Explore Influence of Differential Operator in DE Mutation with Unrestrained Method to Generate Mutant Vector / Hao Liu, Han Huang and Shusen Liu -- Survey on Particle Swarm Optimization Based Clustering Analysis / Veenu Mangat -- Glowworm Optimization / Jakub Niwa -- A Comparison of Two Adaptation Approaches in Differential Evolution / Radka Poláková and Josef Tvrdík -- The Fuzzy-Genetic System for Multiobjective Optimization / Krzysztof Pytel and Tadeusz Nawarycz -- Fletcher's Filter Methodology as a Soft Selector in Evolutionary Algorithms for Constrained Optimization / Ewaryst Rafajłowicz and Wojciech Rafajłowicz -- Pointwise Convergence of Discrete Ant System Algorithm / Paweł Rembelski and Witold Kosiński -- Evolutionary and Meta-evolutionary Approach for the Optimization of Chaos Control / Roman Senkerik, Zuzana Oplatkova, Donald Davendra and Ivan Zelinka -- Evolutionary Multi-objective Optimization of Personal Computer Hardware Configurations / Adam Slowik -- Type-2 Fuzzy Logic Control of Trade-off between Exploration and Exploitation Properties of Genetic Algorithms / Adam Slowik -- A Parallel Genetic Algorithm for Propensity Modeling in Consumer Finance / Ramasubramanian Sundararajan, Tarun Bhaskar and Padmini Rajagopalan -- Hybrid Particle Swarm Optimizer and Its Application in Identification of Room Acoustic Properties / Mirosław Szczepanik, Arkadiusz Poteralski, Jacek Ptaszny and Tadeusz Burczyński -- reCORE -- A Coevolutionary Algorithm for Rule Extraction / Bogdan Trawiński and Grzegorz Matoga -- MGPSO -- The Managed Evolutionary Optimization / Radosław Z. Ziembiński.

The volume LNCS 7269 constitutes the refereed proceedings of the International Symposium on Swarm Intelligence and Differential Evolution, SIDE 2012, held in Zakopane, Poland, in April/May 2012 in conjunction with the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012 (proceedings published as two-volume set LNAI 7267 and 7268). The 212 revised full papers presented were carefully reviewed and selected from 483 submissions. The volume is divided into two topical parts: proceedings of the 2012 symposium on swarm intelligence and differential evolution and on evolutionary algorithms and their applications.

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