| Description |
1 online resource (xxv, 550 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7248 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7248.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Optimizing Energy Consumption in Heterogeneous Wireless Sensor Networks by Means of Evolutionary Algorithms / José Manuel Lanza-Gutiérrez, Juan Antonio Gómez-Pulido, Miguel A. Vega-Rodríguez and Juan Manuel Sánchez-Pérez -- Network Protocol Discovery and Analysis via Live Interaction / Patrick LaRoche, A. Nur Zincir-Heywood and Malcolm I. Heywood -- Evolutionary Design of Active Free Space Optical Networks Based on Digital Mirror Devices / Steffen Limmer, Dietmar Fey, Ulrich Lohmann and Jürgen Jahns -- Frequency Robustness Optimization with Respect to Traffic Distribution for LTE System / Nourredine Tabia, Alexandre Gondran, Oumaya Baala and Alexandre Caminada -- Small-World Optimization Applied to Job Scheduling on Grid Environments from a Multi-Objective Perspective / María Arsuaga-Ríos, Francisco Prieto-Castrillo and Miguel A. Vega-Rodríguez -- Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers / Pablo García-Sánchez, A.E. Eiben, Evert Haasdijk, Berend Weel and Juan-Julián Merelo-Guervós -- Evolutionary Optimization of Pheromone-Based Stigmergic Communication / Tüze Kuyucu, Ivan Tanev and Katsunori Shimohara -- Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection / Maciej Pacula, Jason Ansel, Saman Amarasinghe and Una-May O'Reilly -- Analyzing Dynamic Fitness Landscapes of the Targeting Problem of Chaotic Systems / Hendrik Richter |
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Self-organization and Specialization in Multiagent Systems through Open-Ended Natural Evolution / Pedro Trueba, Abraham Prieto, Francisco Bellas, Pilar Caamaño and Richard J. Duro -- An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms / Mikdam Turkey and Riccardo Poli -- Sales Potential Optimization on Directed Social Networks: A Quasi-Parallel Genetic Algorithm Approach / Crown Guan Wang and Kwok Yip Szeto -- The Emergence of Multi-cellular Robot Organisms through On-Line On-Board Evolution / Berend Weel, Evert Haasdijk and A.E. Eiben -- Evolving Seasonal Forecasting Models with Genetic Programming in the Context of Pricing Weather-Derivatives / Alexandros Agapitos, Michael O'Neill and Anthony Brabazon -- Steepest Ascent Hill Climbing for Portfolio Selection / Jonathan Arriaga and Manuel Valenzuela-Rendón -- A Neuro-evolutionary Approach to Intraday Financial Modeling / Antonia Azzini, Mauro Dragoni and Andrea G.B. Tettamanzi -- A Comparative Study of Multi-objective Evolutionary Algorithms to Optimize the Selection of Investment Portfolios with Cardinality Constraints / Feijoo E. Colomine Duran, Carlos Cotta and Antonio J. Fernández-Leiva -- A GA Combining Technical and Fundamental Analysis for Trading the Stock Market / Iván Contreras, José Ignacio Hidalgo and Laura Núñez-Letamendia -- Evolutionary Data Selection for Enhancing Models of Intraday Forex Time Series / Michael Mayo -- Initial Results from Co-operative Co-evolution for Automated Platformer Design / Michael Cook, Simon Colton and Jeremy Gow |
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Evolving Third-Person Shooter Enemies to Optimize Player Satisfaction in Real-Time / José M. Font -- Why Simulate? Hybrid Biological-Digital Games / Maarten H. Lamers and Wim van Eck -- Spicing Up Map Generation / Tobias Mahlmann, Julian Togelius and Georgios N. Yannakakis -- Dealing with Noisy Fitness in the Design of a RTS Game Bot / Antonio M. Mora, Antonio Fernández-Ares, Juan-Julián Merelo-Guervós and Pablo García-Sánchez -- On Modeling, Evaluating and Increasing Players' Satisfaction Quantitatively: Steps towards a Taxonomy / Mariela Nogueira, Carlos Cotta and Antonio J. Fernández-Leiva -- Monte-Carlo Tree Search for the Physical Travelling Salesman Problem / Diego Perez, Philipp Rohlfshagen and Simon M. Lucas -- Diversified Virtual Camera Composition / Mike Preuss, Paolo Burelli and Georgios N. Yannakakis -- Digging Deeper into Platform Game Level Design: Session Size and Sequential Features / Noor Shaker, Georgios N. Yannakakis and Julian Togelius -- Robot Base Disturbance Optimization with Compact Differential Evolution Light / Giovanni Iacca, Fabio Caraffini, Ferrante Neri and Ernesto Mininno -- Electrocardiographic Signal Classification with Evolutionary Artificial Neural Networks / Antonia Azzini, Mauro Dragoni and Andrea G.B. Tettamanzi -- A Genetic Fuzzy Rules Learning Approach for Unseeded Segmentation in Echography / Leonardo Bocchi and Francesco Rogai -- Object Recognition with an Optimized Ventral Stream Model Using Genetic Programming / Eddie Clemente, Gustavo Olague, León Dozal and Martín Mancilla |
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Evolving Visual Attention Programs through EVO Features / León Dozal, Gustavo Olague, Eddie Clemente and Marco Sánchez -- Evolutionary Purposive or Behavioral Vision for Camera Trajectory Estimation / Daniel Hernández, Gustavo Olague, Eddie Clemente and León Dozal -- On Evolutionary Approaches to Unsupervised Nearest Neighbor Regression / Oliver Kramer -- Evolutionary Regression Machines for Precision Agriculture / Heikki Salo, Ville Tirronen and Ferrante Neri -- A Generic Approach to Parameter Control / Giorgos Karafotias, S.K. Smit and A.E. Eiben -- Applying (Hybrid) Metaheuristics to Fuel Consumption Optimization of Hybrid Electric Vehicles / Thorsten Krenek, Mario Ruthmair, Günther R. Raidl and Michael Planer -- Improved Topological Niching for Real-Valued Global Optimization / Mike Preuss -- Towards a Deeper Understanding of Trade-offs Using Multi-objective Evolutionary Algorithms / Pradyumn Kumar Shukla, Christian Hirsch and Hartmut Schmeck -- OpenCL Implementation of Particle Swarm Optimization: A Comparison between Multi-core CPU and GPU Performances / Stefano Cagnoni, Alessandro Bacchini and Luca Mussi -- A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce / Pedro Fazenda, James McDermott and Una-May O'Reilly -- A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark / Jiri Jaros and Petr Pospichal -- Validating a Peer-to-Peer Evolutionary Algorithm / Juan Luis Jiménez Laredo, Pascal Bouvry, Sanaz Mostaghim and Juan-Julián Merelo-Guervós |
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Pool-Based Distributed Evolutionary Algorithms Using an Object Database / Juan-Julián Merelo-Guervós, Antonio Mora, J. Albert Cruz and Anna I. Esparcia -- Migration and Replacement Policies for Preserving Diversity in Dynamic Environments / David Millán-Ruiz and José Ignacio Hidalgo -- Distributed Simulated Annealing with MapReduce / Atanas Radenski -- Flex-GP: Genetic Programming on the Cloud / Dylan Sherry, Kalyan Veeramachaneni, James McDermott and Una-May O'Reilly -- Customized Normalcy Profiles for the Detection of Targeted Attacks / Victor Skormin, Tomas Nykodym, Andrey Dolgikh and James Antonakos -- A Novel Multiobjective Formulation of the Robust Software Project Scheduling Problem / Francisco Chicano, Alejandro Cervantes, Francisco Luna and Gustavo Recio -- Optimizing the Unlimited Shift Generation Problem / Nico Kyngäs, Dries Goossens, Kimmo Nurmi and Jari Kyngäs -- Ant Colony Optimization with Immigrants Schemes for the Dynamic Vehicle Routing Problem / Michalis Mavrovouniotis and Shengxiang Yang -- Evolving Communication in Robotic Swarms Using On-Line, On-Board, Distributed Evolutionary Algorithms / Luis E. Pineda, A.E. Eiben and Marteen van Steen -- Virtual Loser Genetic Algorithm for Dynamic Environments / Anabela Sim{tilde}oes and Ernesto Costa |
| Summary |
This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 54 revised full papers presented were carefully reviewed and selected from 90 submissions. EvoApplications 2012 consisted of the following 11 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (algorithms and complex systems), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoHOT (bio-inspired heuristics for design automation), EvoIASP (evolutionary computation in image analysis and signal processing), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defense applications), EvoSTIM (nature-inspired techniques in scheduling, planning, and timetabling), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments) |
| Analysis |
Computer science |
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Artificial intelligence |
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Computer vision |
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Computation by Abstract Devices |
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Programming Techniques |
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Math Applications in Computer Science |
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Image Processing and Computer Vision |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Evolutionary computation -- Congresses
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Evolutionary programming (Computer science) -- Congresses
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Informatique.
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Evolutionary computation
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Evolutionary programming (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Di Chio, Cecilia.
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EvoCOMNET 2012 (2012 : Málaga, Spain)
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EvoCOMPLEX 2012 (2012 : Málaga, Spain)
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EvoFIN 2012 (2012 : Málaga, Spain)
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EvoGAMES 2012 (2012 : Málaga, Spain)
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EvoHOT 2012 (2012 : Málaga, Spain)
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EvoIASP 2012 (2012 : Málaga, Spain)
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EvoNUM 2012 (2012 : Málaga, Spain)
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EvoPAR 2012 (2012 : Málaga, Spain)
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EvoRISK 2012 (2012 : Málaga, Spain)
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EvoSTIM 2012 (2012 : Málaga, Spain)
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EvoSTOC 2012 (2012 : Málaga, Spain)
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| ISBN |
9783642291784 |
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3642291783 |
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