Applications of evolutionary computation : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings /
Applications of evolutionary computation : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings /
EvoApplications 2013
Anna I. Esparcia-Alcázar et al. (eds.).
- Berlin ; New York : Springer, ©2013.
- 1 online resource (xxvii, 639 pages) : illustrations
- Lecture notes in computer science, 7835 0302-9743 ; LNCS sublibrary. SL 1, Theoretical computer science and general issues .
- Lecture notes in computer science ; 7835. LNCS sublibrary. SL 1, Theoretical computer science and general issues. .
International conference proceedings. Includes author index.
With bibliogr. references.
EvoCOMNET. An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks / Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm / Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management / An Overlay Approach for Optimising Small-World Properties in VANETs / Impact of the Number of Beacons in PSO-Based Auto-localization in UWB Networks / Load Balancing in Distributed Applications Based on Extremal Optimization / A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming / Solving the Location Areas Scheme in Realistic Networks by Using a Multi-objective Algorithm / Doina Bucur [and others] -- Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez -- Eleonora Riva Sanseverino, Maria Luisa Di Silvestre, Roberto Gallea -- Julien Schleich [and others] -- Stefania Monica, Gianluigi Ferrari -- Ivanoe De Falco [and others] -- Gianluigi Folino, Francesco Sergio Pisani -- Víctor Berrocal-Plaza, Miguel A. Vega-Rodríguez, Juan M. Sánchez-Pérez. EvoCOMPLEX. The Small-World Phenomenon Applied to a Self-adaptive Resources Selection Model / Partial Imitation Hinders Emergence of Cooperation in the Iterated Prisoner's Dilemma with Direct Reciprocity / A Memetic Approach to Bayesian Network Structure Learning / Multiobjective Evolutionary Strategy for Finding Neighbourhoods of Pareto-optimal Solutions / Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction / Evolutionary Multi-Agent System in Hard Benchmark Continuous Optimisation / EvoENERGY. Domestic Load Scheduling Using Genetic Algorithms / Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow over Time / Using a Genetic Algorithm for the Determination of Power Load Profiles / Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data / Evolving Non-Intrusive Load Monitoring / María Botón-Fernández, Francisco Prieto Castrillo, Miguel A. Vega-Rodríguez -- Mathis Antony, Degang Wu, K.Y. Szeto -- Alberto Tonda [and others] -- Ewa Gajda-Zagórska -- Kisung Seo [and others] -- Sebastian Pisarski [and others] -- Ana Soares [and others] -- Stephan Hutterer, Michael Affenzeller, Franz Auinger -- Frédéric Krüger, Daniel Wagner, Pierre Collet -- Oliver Flasch [and others] -- Dominik Egarter, Anita Sobe, Wilfried Elmenreich. EvoFIN. On the Utility of Trading Criteria Based Retraining in Forex Markets / Identifying Market Price Levels Using Differential Evolution / Evolving Hierarchical Temporal Memory-Based Trading Models / Robust Estimation of Vector Autoregression (VAR) Models Using Genetic Algorithms / Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods / Combining Technical Analysis and Grammatical Evolution in a Trading System / EvoGAMES. A Card Game Description Language / Generating Map Sketches for Strategy Games / A Procedural Balanced Map Generator with Self-adaptive Complexity for the Real-Time Strategy Game Planet Wars / Mechanic Miner: Reflection-Driven Game Mechanic Discovery and Level Design / Generating Artificial Neural Networks for Value Function Approximation in a Domain Requiring a Shifting Strategy / Comparing Evolutionary Algorithms to Solve the Game of MasterMind / Alexander Loginov, Malcolm I. Heywood -- Michael Mayo -- Patrick Gabrielsson, Rikard König, Ulf Johansson -- Ronald Hochreiter, Gerald Krottendorfer -- Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski -- Iván Contreras, J. Ignacio Hidalgo, Laura Núñez-Letamendia -- Jose M. Font [and others] -- Antonios Liapis, Georgios N. Yannakakis, Julian Togelius -- Raúl Lara-Cabrera, Carlos Cotta, Antonio J. Fernández-Leiva -- Michael Cook [and others] -- Ransom K. Winder -- Javier Maestro-Montojo, Juan Julián Merelo, Sancho Salcedo-Sanz. EvoIASP. A Genetic Algorithm for Color Image Segmentation / Multiobjective Projection Pursuit for Semisupervised Feature Extraction / Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators / Adding Chaos to Differential Evolution for Range Image Registration / Genetic Programming for Automatic Construction of Variant Features in Edge Detection / Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming / Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors / Feedback-Based Image Retrieval Using Probabilistic Hypergraph Ranking Augmented by Ant Colony Algorithm / An Evolutionary Approach for Automatic Seedpoint Setting in Brain Fiber Tracking / Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting / Human Action Recognition from Multi-Sensor Stream Data by Genetic Programming / Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification / Alessia Amelio, Clara Pizzuti -- Mihaela Elena Breaban -- Mauro Castelli [and others] -- Ivanoe De Falco [and others] -- Wenlong Fu, Mark Johnston, Mengjie Zhang -- Wenlong Fu, Mark Johnston, Mengjie Zhang -- Krzysztof Krawiec, Mateusz Nawrocki -- Ling-Yan Pan, Yu-Bin Yang -- Tobias Pilic, Hendrik Richter -- Sara Silva [and others] -- Feng Xie, Andy Song, Vic Ciesielski -- Bing Xue, Mengjie Zhang, Will N. Browne. EvoINDUSTRY. CodeMonkey; a GUI Driven Platform for Swift Synthesis of Evolutionary Algorithms in Java / Multi-Objective Optimizations of Structural Parameter Determination for Serpentine Channel Heat Sink / EvoNUM. Towards Non-linear Constraint Estimation for Expensive Optimization / Repair Methods for Box Constraints Revisited / Scalability of Population-Based Search Heuristics for Many-Objective Optimization / EvoPAR. On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality / EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model / Cloud Driven Design of a Distributed Genetic Programming Platform / Cloud Scale Distributed Evolutionary Strategies for High Dimensional Problems / Reza Etemadi, Nawwaf Kharma, Peter Grogono -- Xuekang Li [and others] -- Fabian Gieseke, Oliver Kramer -- Simon Wessing -- Ramprasad Joshi, Bharat Deshpande -- Jazz Alyxzander Turner-Baggs, Malcolm I. Heywood -- Mario García-Valdez, Leonardo Trujillo, Francisco Fernández de Vega -- Owen Derby, Kalyan Veeramachaneni, Una-May O'Reilly -- Dennis Wilson, Kalyan Veeramachaneni, Una-May O'Reilly. EvoRISK. Malicious Automatically Generated Domain Name Detection Using Stateful-SBB / EvoROBOT. Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding: The Benefits of Simulation / Co-evolutionary Approach to Design of Robotic Gait / A Comparison between Different Encoding Strategies for Snake-Like Robot Controllers / MONEE: Using Parental Investment to Combine Open-Ended and Task-Driven Evolution / Virtual Spatiality in Agent Controllers: Encoding Compartmentalization / Evolving Counter-Propagation Neuro-controllers for Multi-objective Robot Navigation / Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming / Adapting the Pheromone Evaporation Rate in Dynamic Routing Problems / Finding Robust Solutions to Dynamic Optimization Problems / An Ant-Based Selection Hyper-heuristic for Dynamic Environments / Fariba Haddadi [and others] -- Suchan Lee [and others] -- Jan Černý, Jiří Kubalík -- Dámaso Pérez-Moneo Suárez, Claudio Rossi -- Nikita Noskov [and others] -- Jürgen Stradner [and others] -- Amiram Moshaiov, Michael Zadok -- Kisung Seo, Soohwan Hyun -- Michalis Mavrovouniotis, Shengxiang Yang -- Haobo Fu [and others] -- Berna Kiraz, A. Şima Etaner-Uyar, Ender Özcan.
This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 65 revised full papers presented were carefully reviewed and selected from 119 submissions. EvoApplications 2013 consisted of the following 12 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary computation in robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).
9783642371929 3642371922 3642371914 9783642371912
10.1007/978-3-642-37192-9 doi
Evolutionary computation--Congresses.
Artificial intelligence.
Artificial Intelligence
Réseaux neuronaux à structure évolutive--Congrès.
Intelligence artificielle.
artificial intelligence.
Artificial intelligence
Evolutionary computation
Computer science. Computer Communication Networks. Computer software. Artificial intelligence. Algorithm Analysis and Problem Complexity. Pattern Recognition. Computation by Abstract Devices. Computer Applications. computerwetenschappen computer sciences computertechnieken computer techniques patroonherkenning algoritmen algorithms computeranalyse computer analysis kunstmatige intelligentie computational science computernetwerken computer networks Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen)
Congress
proceedings (reports)
Conference papers and proceedings
Software.
Conference papers and proceedings.
Actes de congrès.
QA76.618 / .E96 2013
005.1
QA 76.618
International conference proceedings. Includes author index.
With bibliogr. references.
EvoCOMNET. An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks / Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm / Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management / An Overlay Approach for Optimising Small-World Properties in VANETs / Impact of the Number of Beacons in PSO-Based Auto-localization in UWB Networks / Load Balancing in Distributed Applications Based on Extremal Optimization / A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming / Solving the Location Areas Scheme in Realistic Networks by Using a Multi-objective Algorithm / Doina Bucur [and others] -- Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez -- Eleonora Riva Sanseverino, Maria Luisa Di Silvestre, Roberto Gallea -- Julien Schleich [and others] -- Stefania Monica, Gianluigi Ferrari -- Ivanoe De Falco [and others] -- Gianluigi Folino, Francesco Sergio Pisani -- Víctor Berrocal-Plaza, Miguel A. Vega-Rodríguez, Juan M. Sánchez-Pérez. EvoCOMPLEX. The Small-World Phenomenon Applied to a Self-adaptive Resources Selection Model / Partial Imitation Hinders Emergence of Cooperation in the Iterated Prisoner's Dilemma with Direct Reciprocity / A Memetic Approach to Bayesian Network Structure Learning / Multiobjective Evolutionary Strategy for Finding Neighbourhoods of Pareto-optimal Solutions / Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction / Evolutionary Multi-Agent System in Hard Benchmark Continuous Optimisation / EvoENERGY. Domestic Load Scheduling Using Genetic Algorithms / Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow over Time / Using a Genetic Algorithm for the Determination of Power Load Profiles / Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data / Evolving Non-Intrusive Load Monitoring / María Botón-Fernández, Francisco Prieto Castrillo, Miguel A. Vega-Rodríguez -- Mathis Antony, Degang Wu, K.Y. Szeto -- Alberto Tonda [and others] -- Ewa Gajda-Zagórska -- Kisung Seo [and others] -- Sebastian Pisarski [and others] -- Ana Soares [and others] -- Stephan Hutterer, Michael Affenzeller, Franz Auinger -- Frédéric Krüger, Daniel Wagner, Pierre Collet -- Oliver Flasch [and others] -- Dominik Egarter, Anita Sobe, Wilfried Elmenreich. EvoFIN. On the Utility of Trading Criteria Based Retraining in Forex Markets / Identifying Market Price Levels Using Differential Evolution / Evolving Hierarchical Temporal Memory-Based Trading Models / Robust Estimation of Vector Autoregression (VAR) Models Using Genetic Algorithms / Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods / Combining Technical Analysis and Grammatical Evolution in a Trading System / EvoGAMES. A Card Game Description Language / Generating Map Sketches for Strategy Games / A Procedural Balanced Map Generator with Self-adaptive Complexity for the Real-Time Strategy Game Planet Wars / Mechanic Miner: Reflection-Driven Game Mechanic Discovery and Level Design / Generating Artificial Neural Networks for Value Function Approximation in a Domain Requiring a Shifting Strategy / Comparing Evolutionary Algorithms to Solve the Game of MasterMind / Alexander Loginov, Malcolm I. Heywood -- Michael Mayo -- Patrick Gabrielsson, Rikard König, Ulf Johansson -- Ronald Hochreiter, Gerald Krottendorfer -- Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski -- Iván Contreras, J. Ignacio Hidalgo, Laura Núñez-Letamendia -- Jose M. Font [and others] -- Antonios Liapis, Georgios N. Yannakakis, Julian Togelius -- Raúl Lara-Cabrera, Carlos Cotta, Antonio J. Fernández-Leiva -- Michael Cook [and others] -- Ransom K. Winder -- Javier Maestro-Montojo, Juan Julián Merelo, Sancho Salcedo-Sanz. EvoIASP. A Genetic Algorithm for Color Image Segmentation / Multiobjective Projection Pursuit for Semisupervised Feature Extraction / Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators / Adding Chaos to Differential Evolution for Range Image Registration / Genetic Programming for Automatic Construction of Variant Features in Edge Detection / Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming / Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors / Feedback-Based Image Retrieval Using Probabilistic Hypergraph Ranking Augmented by Ant Colony Algorithm / An Evolutionary Approach for Automatic Seedpoint Setting in Brain Fiber Tracking / Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting / Human Action Recognition from Multi-Sensor Stream Data by Genetic Programming / Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification / Alessia Amelio, Clara Pizzuti -- Mihaela Elena Breaban -- Mauro Castelli [and others] -- Ivanoe De Falco [and others] -- Wenlong Fu, Mark Johnston, Mengjie Zhang -- Wenlong Fu, Mark Johnston, Mengjie Zhang -- Krzysztof Krawiec, Mateusz Nawrocki -- Ling-Yan Pan, Yu-Bin Yang -- Tobias Pilic, Hendrik Richter -- Sara Silva [and others] -- Feng Xie, Andy Song, Vic Ciesielski -- Bing Xue, Mengjie Zhang, Will N. Browne. EvoINDUSTRY. CodeMonkey; a GUI Driven Platform for Swift Synthesis of Evolutionary Algorithms in Java / Multi-Objective Optimizations of Structural Parameter Determination for Serpentine Channel Heat Sink / EvoNUM. Towards Non-linear Constraint Estimation for Expensive Optimization / Repair Methods for Box Constraints Revisited / Scalability of Population-Based Search Heuristics for Many-Objective Optimization / EvoPAR. On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality / EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model / Cloud Driven Design of a Distributed Genetic Programming Platform / Cloud Scale Distributed Evolutionary Strategies for High Dimensional Problems / Reza Etemadi, Nawwaf Kharma, Peter Grogono -- Xuekang Li [and others] -- Fabian Gieseke, Oliver Kramer -- Simon Wessing -- Ramprasad Joshi, Bharat Deshpande -- Jazz Alyxzander Turner-Baggs, Malcolm I. Heywood -- Mario García-Valdez, Leonardo Trujillo, Francisco Fernández de Vega -- Owen Derby, Kalyan Veeramachaneni, Una-May O'Reilly -- Dennis Wilson, Kalyan Veeramachaneni, Una-May O'Reilly. EvoRISK. Malicious Automatically Generated Domain Name Detection Using Stateful-SBB / EvoROBOT. Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding: The Benefits of Simulation / Co-evolutionary Approach to Design of Robotic Gait / A Comparison between Different Encoding Strategies for Snake-Like Robot Controllers / MONEE: Using Parental Investment to Combine Open-Ended and Task-Driven Evolution / Virtual Spatiality in Agent Controllers: Encoding Compartmentalization / Evolving Counter-Propagation Neuro-controllers for Multi-objective Robot Navigation / Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming / Adapting the Pheromone Evaporation Rate in Dynamic Routing Problems / Finding Robust Solutions to Dynamic Optimization Problems / An Ant-Based Selection Hyper-heuristic for Dynamic Environments / Fariba Haddadi [and others] -- Suchan Lee [and others] -- Jan Černý, Jiří Kubalík -- Dámaso Pérez-Moneo Suárez, Claudio Rossi -- Nikita Noskov [and others] -- Jürgen Stradner [and others] -- Amiram Moshaiov, Michael Zadok -- Kisung Seo, Soohwan Hyun -- Michalis Mavrovouniotis, Shengxiang Yang -- Haobo Fu [and others] -- Berna Kiraz, A. Şima Etaner-Uyar, Ender Özcan.
This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 65 revised full papers presented were carefully reviewed and selected from 119 submissions. EvoApplications 2013 consisted of the following 12 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary computation in robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).
9783642371929 3642371922 3642371914 9783642371912
10.1007/978-3-642-37192-9 doi
Evolutionary computation--Congresses.
Artificial intelligence.
Artificial Intelligence
Réseaux neuronaux à structure évolutive--Congrès.
Intelligence artificielle.
artificial intelligence.
Artificial intelligence
Evolutionary computation
Computer science. Computer Communication Networks. Computer software. Artificial intelligence. Algorithm Analysis and Problem Complexity. Pattern Recognition. Computation by Abstract Devices. Computer Applications. computerwetenschappen computer sciences computertechnieken computer techniques patroonherkenning algoritmen algorithms computeranalyse computer analysis kunstmatige intelligentie computational science computernetwerken computer networks Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen)
Congress
proceedings (reports)
Conference papers and proceedings
Software.
Conference papers and proceedings.
Actes de congrès.
QA76.618 / .E96 2013
005.1
QA 76.618