| Description |
1 online resource : illustrations (some color) |
| Series |
Lecture notes in computer science, 0302-9743 ; 7461 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
|
Lecture notes in computer science ; 7461.
|
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
|
| Contents |
A Particle Swarm Embedding Algorithm for Nonlinear Dimensionality Reduction / Oliver Kramer -- ABC-Miner: An Ant-Based Bayesian Classification Algorithm / Khalid M. Salama and Alex A. Freitas -- Analysing Robot Swarm Decision-Making with Bio-PEPA / Mieke Massink, Manuele Brambilla, Diego Latella, Marco Dorigo and Mauro Birattari -- Automatic Generation of Multi-objective ACO Algorithms for the Bi-objective Knapsack / Leonardo C.T. Bezerra, Manuel López-Ibáñez and Thomas Stützle -- Bare Bones Particle Swarms with Jumps / Mohammad Majid al-Rifaie and Tim Blackwell -- Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem / Sergi Mateo, Christian Blum, Pascal Fua and Engin Türetgen -- Improving the cAnt-MinerPB Classification Algorithm / Matthew Medland, Fernando E.B. Otero and Alex A. Freitas -- Introducing Novelty Search in Evolutionary Swarm Robotics / Jorge Gomes, Paulo Urbano and Anders Lyhne Christensen -- Measuring Diversity in the Cooperative Particle Swarm Optimizer / Adiel Ismail and Andries P. Engelbrecht -- Multi-armed Bandit Formulation of the Task Partitioning Problem in Swarm Robotics / Giovanni Pini, Arne Brutschy, Gianpiero Francesca, Marco Dorigo and Mauro Birattari -- Scalability Study of Particle Swarm Optimizers in Dynamic Environments / Barend J. Leonard and Andries P. Engelbrecht |
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Self-reconfigurable Modular e-pucks / Lachlan Murray, Jon Timmis and Andy Tyrrell -- Task Partitioning via Ant Colony Optimization for Distributed Assembly / James Worcester and M. Ani Hsieh -- The Self-adaptive Comprehensive Learning Particle Swarm Optimizer / Adiel Ismail and Andries P. Engelbrecht -- Towards Swarm Calculus: Universal Properties of Swarm Performance and Collective Decisions / Heiko Hamann -- A Hybrid Particle Swarm Optimization Algorithm for the Open Vehicle Routing Problem / Yannis Marinakis and Magdalene Marinaki -- A Self-adaptive Heterogeneous PSO Inspired by Ants / Filipe V. Nepomuceno and Andries P. Engelbrecht -- A "Thermodynamic" Approach to Multi-robot Cooperative Localization with Noisy Sensors / Yotam Elor and Alfred M. Bruckstein -- AcoSeeD: An Ant Colony Optimization for Finding Optimal Spaced Seeds in Biological Sequence Search / Dong Do Duc, Huy Q. Dinh, Thanh Hai Dang, Kris Laukens and Xuan Huan Hoang -- Analysis of Ant-Based Routing with Wireless Medium Access Control / Rui Fang, Zequn Huang, Louis Rossi and Chien-Chung Shen -- Ant-Based Approaches for Solving Autocorrelation Problems / Ilias S. Kotsireas, Konstantinos E. Parsopoulos, Grigoris S. Piperagkas and Michael N. Vrahatis |
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Collision-Induced "Priority Rule" Governs Efficiency of Pheromone-Communicating Swarm Robots / Ryusuke Fujisawa, Shigeto Dobata, Yuuta Sasaki, Riku Takisawa and Fumitoshi Matsuno -- Dynamic Load Balancing Inspired by Cemetery Formation in Ant Colonies / Ronald Klazar and Andries P. Engelbrecht -- Feasibility of an Ant Colony Optimization Algorithm for Multi-leaf Collimator (MLC) Aperture Definition and Beam Weighting in Volumetric Modulated Arc Therapy (VMAT) Radiotherapy Treatment Planning / Owen Clancey and Matthew Witten -- Formica ex Machina: Ant Swarm Foraging from Physical to Virtual and Back Again / Joshua P. Hecker, Kenneth Letendre, Karl Stolleis, Daniel Washington and Melanie E. Moses -- Improving Peer Review with ACORN: ACO Algorithm for Reviewer's Network / Mark Flynn and Melanie Moses -- Learning Finite-State Machines with Ant Colony Optimization / Daniil Chivilikhin and Vladimir Ulyantsev -- Mobbing Behavior and Deceit and Its Role in Bio-inspired Autonomous Robotic Agents / Justin Davis and Ronald Arkin -- Performance of Bacterial Foraging Optimization in Dynamic Environments / Jade Abbott and Andries P. Engelbrecht -- Piecewise Linear Approximation of n-Dimensional Parametric Curves Using Particle Swarms / Christopher Wesley Cleghorn and Andries P. Engelbrecht -- Probabilistic Stochastic Diffusion Search / Mahamed G.H. Omran and Ayed Salman |
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Self-organized Clustering of Square Objects by Multiple Robots / Yong Song, Jung-Hwan Kim and Dylan A. Shell -- Self-reproduction versus Transition Rules in Ant Colonies for Medical Volume Segmentation / Robert Haase, Hans-Joachim Böhme, Rosalind Perrin, Klaus Zöphel and Nasreddin Abolmaali -- Swarm Interpolation Using an Approximate Chebyshev Distribution / Joshua Kirby, Marco A. Montes de Oca, Steven Senger, Louis F. Rossi and Chien-Chung Shen -- Using MOPSO to Solve Multiobjective Bilevel Linear Problems / Maria João Alves -- Clustering Moodle Data via Ant Colony Optimization / Päivi Suomalainen -- Continuous Trait-Based Particle Swarm Optimisation (CTB-PSO) / Ed Keedwell, Mark Morley and Darren Croft -- Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner / Khalid M. Salama and Fernando E.B. Otero -- Fuzzy-Based Aggregation with a Mobile Robot Swarm / Farshad Arvin, Ali Emre Turgut and Shigang Yue -- Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence / Zdenka Winklerová -- Multi-objective Firefly Algorithm for Energy Optimization in Grid Environments / María Arsuaga-Ríos and Miguel A. Vega-Rodríguez -- Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems / Gonzalo Nápoles, Isel Grau and Rafael Bello |
| Summary |
This book constitutes the proceedings of the 8th International Conference on Swarm Intelligence, held in Brussels, Belgium, in September 2012. This volume contains 15 full papers, 20 short papers, and 7 extended abstracts carefully selected out of 81 submissions. The papers cover various topics of swarm intelligence |
| Analysis |
Computer science |
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Computer software |
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Artificial intelligence |
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Computation by Abstract Devices |
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Information Systems Applications (incl. Internet) |
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Computer Imaging, Vision, Pattern Recognition and Graphics |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Swarm intelligence -- Congresses
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Informatique.
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Swarm intelligence
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Dorigo, Marco.
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| ISBN |
9783642326509 |
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3642326501 |
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3642326498 |
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9783642326493 |
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