LEADER 14803nam 22012255 450 001 996465989803316 005 20230221210350.0 010 $a3-642-29178-3 024 7 $a10.1007/978-3-642-29178-4 035 $a(CKB)3360000000365992 035 $a(SSID)ssj0000665943 035 $a(PQKBManifestationID)11402168 035 $a(PQKBTitleCode)TC0000665943 035 $a(PQKBWorkID)10646475 035 $a(PQKB)10558672 035 $a(DE-He213)978-3-642-29178-4 035 $a(MiAaPQ)EBC3070207 035 $a(PPN)168313928 035 $a(EXLCZ)993360000000365992 100 $a20120324d2012 u| 0 101 0 $aeng 135 $aurnn#nnn||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplications of Evolutionary Computation$b[electronic resource] $eEvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings /$fedited by Cecilia Di Chio, Alexandros Agapitos, Stefano Cagnoni, Carlos Cotta, Francisco Fernández de Vega, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna I. Esparcia-Alcázar, Muddassar Farooq, W.B. Langdon, Juan-J. Merelo-Guervós, Mike Preuss, Hendrik Richter, Sara Silva, Anabela Simőes, Giovanni Squillero, Ernesto Tarantino, Andrea Tettamanzi, Julian Togelius, Neil Urquhart, Sima Uyar, Georgios N. Yannakakis 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (xxv, 550 pages) $cillustrations 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7248 300 $aInternational conference proceedings. 300 $aEditors: Cecilia Di Chio, Alexandros Agapitos, Stefano Cagnoni, Carlos Cotta, Francisco Fernández de Vega, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna I. Esparcia-Alcázar, Muddassar Farooq, W.B. Langdon, Juan-J. Merelo-Guervós, Mike Preuss, Hendrik Richter, Sara Silva, Anabela Simőes, Giovanni Squillero, Ernesto Tarantino, Andrea Tettamanzi, Julian Togelius, Neil Urquhart, Sima Uyar, Georgios N. Yannakakis. 320 $aIncludes bibliographical references and index. 327 $aOptimizing Energy Consumption in Heterogeneous Wireless Sensor Networks by Means of Evolutionary Algorithms / Jose? Manuel Lanza-Gutie?rrez, Juan Antonio Go?mez-Pulido, Miguel A. Vega-Rodri?guez and Juan Manuel Sa?nchez-Pe?rez -- 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 Ju?rgen 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 / Mari?a Arsuaga-Ri?os, Francisco Prieto-Castrillo and Miguel A. Vega-Rodri?guez -- Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers / Pablo Garci?a-Sa?nchez, A. E. Eiben, Evert Haasdijk, Berend Weel and Juan-Julia?n Merelo-Guervo?s -- Evolutionary Optimization of Pheromone-Based Stigmergic Communication / Tu?ze 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 -- $t Analyzing Dynamic Fitness Landscapes of the Targeting Problem of Chaotic Systems / Hendrik Richter -- 327 $aSelf-organization and Specialization in Multiagent Systems through Open-Ended Natural Evolution / Pedro Trueba, Abraham Prieto, Francisco Bellas, Pilar Caaman?o 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-Rendo?n -- 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. Ferna?ndez-Leiva -- A GA Combining Technical and Fundamental Analysis for Trading the Stock Market / Iva?n Contreras, Jose? Ignacio Hidalgo and Laura Nu?n?ez-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 -- 327 $aEvolving Third-Person Shooter Enemies to Optimize Player Satisfaction in Real-Time / Jose? 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 Ferna?ndez-Ares, Juan-Julia?n Merelo-Guervo?s and Pablo Garci?a-Sa?nchez -- On Modeling, Evaluating and Increasing Players' Satisfaction Quantitatively: Steps towards a Taxonomy / Mariela Nogueira, Carlos Cotta and Antonio J. Ferna?ndez-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, Leo?n Dozal and Marti?n Mancilla -- 327 $aEvolving Visual Attention Programs through EVO Features / Leo?n Dozal, Gustavo Olague, Eddie Clemente and Marco Sa?nchez -- Evolutionary Purposive or Behavioral Vision for Camera Trajectory Estimation / Daniel Herna?ndez, Gustavo Olague, Eddie Clemente and Leo?n 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, Gu?nther 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 Jime?nez Laredo, Pascal Bouvry, Sanaz Mostaghim and Juan-Julia?n Merelo-Guervo?s -- 327 $aPool-Based Distributed Evolutionary Algorithms Using an Object Database / Juan-Julia?n Merelo-Guervo?s, Antonio Mora, J. Albert Cruz and Anna I. Esparcia -- Migration and Replacement Policies for Preserving Diversity in Dynamic Environments / David Milla?n-Ruiz and Jose? 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 Kynga?s, Dries Goossens, Kimmo Nurmi and Jari Kynga?s -- 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 Simo?es and Ernesto Costa. 330 $aThis book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 54 revised full papers presented were carefully reviewed and selected from 90 submissions. EvoApplications 2012 consisted of the following 11 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parrallel and distributed systems), EvoCOMPLEX (algorithms and complex systems), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoHOT (bio-inspired heuristics for design automation), EvoIASP (evolutionary computation in image analysis and signal processing), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defense applications), EvoSTIM (nature-inspired techniques in scheduling, planning, and timetabling), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments). 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7248 606 $aComputer science 606 $aComputer programming 606 $aComputer networks 606 $aComputer science?Mathematics 606 $aComputer vision 606 $aArtificial intelligence 606 $aTheory of Computation 606 $aProgramming Techniques 606 $aComputer Communication Networks 606 $aMathematical Applications in Computer Science 606 $aComputer Vision 606 $aArtificial Intelligence 615 0$aComputer science. 615 0$aComputer programming. 615 0$aComputer networks. 615 0$aComputer science?Mathematics. 615 0$aComputer vision. 615 0$aArtificial intelligence. 615 14$aTheory of Computation. 615 24$aProgramming Techniques. 615 24$aComputer Communication Networks. 615 24$aMathematical Applications in Computer Science. 615 24$aComputer Vision. 615 24$aArtificial Intelligence. 676 $a004.0151 702 $aDi Chio$b Cecilia$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAgapitos$b Alexandros$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCagnoni$b Stefano$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCotta$b Carlos$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFernández de Vega$b Francisco$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDi Caro$b Gianni A$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDrechsler$b Rolf$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aEkárt$b Anikó$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aEsparcia-Alcázar$b Anna I$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFarooq$b Muddassar$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLangdon$b W.B$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMerelo-Guervós$b Juan-J$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPreuss$b Mike$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRichter$b Hendrik$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSilva$b Sara$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSimőes$b Anabela$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSquillero$b Giovanni$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTarantino$b Ernesto$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTettamanzi$b Andrea$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTogelius$b Julian$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aUrquhart$b Neil$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aUyar$b Sima$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYannakakis$b Georgios N$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aEvoCOMNET 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoCOMPLEX 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoFIN 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoGAMES 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoHOT 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoIASP 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoNUM 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoPAR 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoRISK 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoSTIM 2012$f(2012 :$eMa?laga, Spain) 712 12$aEvoSTOC 2012$f(2012 :$eMa?laga, Spain) 801 0$bAuAdUSA 801 1$bAuAdUSA 906 $aBOOK 912 $a996465989803316 996 $aApplications of Evolutionary Computation$92834163 997 $aUNISA