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2012944753 alternative "PPSN 12".
2012944753 alternative "PPSN XII".
2012944753 contributor B12703048.
2012944753 contributor B12703049.
2012944753 created "c2012-".
2012944753 date "2012".
2012944753 date "c2012-".
2012944753 dateCopyrighted "c2012-".
2012944753 description "A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems / Mario A. Muñoz, Michael Kirley and Saman K. Halgamuge -- Pruning GP-Based Classifier Ensembles by Bayesian Networks / C. De Stefano, G. Folino, F. Fontanella and A. Scotto di Freca -- A Multi-parent Search Operator for Bayesian Network Building / David Iclănzan -- Enhancing Learning Capabilities by XCS with Best Action Mapping / Masaya Nakata, Pier Luca Lanzi and Keiki Takadama -- Using Expert Knowledge to Guide Covering and Mutation in a Michigan Style Learning Classifier System to Detect Epistasis and Heterogeneity / Ryan J. Urbanowicz, Delaney Granizo-Mackenzie and Jason H. Moore -- On Measures to Build Linkage Trees in LTGA / Peter A. N. Bosman and Dirk Thierens -- Evolvability Analysis of the Linkage Tree Genetic Algorithm / Dirk Thierens and Peter A. N. Bosman -- Alternative Restart Strategies for CMA-ES / Ilya Loshchilov, Marc Schoenauer and Michèle Sebag -- Are State-of-the-Art Fine-Tuning Algorithms Able to Detect a Dummy Parameter? / Elizabeth Montero, María-Cristina Riff, Leslie Pérez-Caceres and Carlos A. Coello Coello -- Compressed Network Complexity Search / Faustino Gomez, Jan Koutník and Jürgen Schmidhuber -- Single Node Genetic Programming on Problems with Side Effects / David Jackson --".
2012944753 description "ACO Beats EA on a Dynamic Pseudo-Boolean Function / Timo Kötzing and Hendrik Molter -- Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms / Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks and Günter Rudolph -- Parsimony Pressure versus Multi-objective Optimization for Variable Length Representations / Markus Wagner and Frank Neumann -- An Evolutionary and Graph-Based Method for Image Segmentation / Alessia Amelio and Clara Pizzuti -- Real-Time GPU Based Road Sign Detection and Classification / Roberto Ugolotti, Youssef S. G. Nashed and Stefano Cagnoni -- Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP / Michaela Sikulova and Lukas Sekanina -- Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA / Martin Pelikan, Mark W. Hauschild and Pier Luca Lanzi -- Reinforcement Learning with N-tuples on the Game Connect-4 / Markus Thill, Patrick Koch and Wolfgang Konen -- Efficient Sampling and Handling of Variance in Tuning Data Mining Models / Patrick Koch and Wolfgang Konen -- A Spatial EA Framework for Parallelizing Machine Learning Methods / Uday Kamath, Johan Kaers, Amarda Shehu and Kenneth A. De Jong -- Competing Mutating Agents for Bayesian Network Structure Learning / Olivier Regnier-Coudert and John McCall --".
2012944753 description "Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition / Alexandros Agapitos, Anthony Brabazon and Michael O'Neill -- On Spectral Invariance of Randomized Hessian and Covariance Matrix Adaptation Schemes / Sebastian U. Stich and Christian L. Müller -- Variable Neighborhood Search and GRASP for Three-Layer Hierarchical Ring Network Design / Christian Schauer and Günther R. Raidl -- Extracting Key Gene Regulatory Dynamics for the Direct Control of Mechanical Systems / Jean Krohn and Denise Gorse -- An Evolutionary Optimization Approach for Bulk Material Blending Systems / Michael P. Cipold, Pradyumn Kumar Shukla, Claus C. Bachmann, Kaibin Bao and Hartmut Schmeck -- Study of Cancer Hallmarks Relevance Using a Cellular Automaton Tumor Growth Model / José Santos and Ángel Monteagudo -- Between Selfishness and Altruism: Fuzzy Nash-Berge-Zhukovskii Equilibrium / Réka Nagy, Noémi Gaskó, Rodica Ioana Lung and D. Dumitrescu -- A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search / Kisung Seo, Soohwan Hyun and Yong-Hyuk Kim -- A Hybrid Approach to Piecewise Modelling of Biochemical Systems / Zujian Wu, Shengxiang Yang and David Gilbert -- An Empirical Comparison of CMA-ES in Dynamic Environments / Chun-Kit Au and Ho-Fung Leung.".
2012944753 description "Convergence of the IGO-Flow of Isotropic Gaussian Distributions on Convex Quadratic Problems / Tobias Glasmachers -- Homogeneous and Heterogeneous Island Models for the Set Cover Problem / Andrea Mambrini, Dirk Sudholt and Xin Yao -- Geometric Semantic Genetic Programming / Alberto Moraglio, Krzysztof Krawiec and Colin G. Johnson -- Efficient Negative Selection Algorithms by Sampling and Approximate Counting / Johannes Textor -- Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic C22-composite Functions / Youhei Akimoto, Anne Auger and Nikolaus Hansen -- A Parameterized Runtime Analysis of Simple Evolutionary Algorithms for Makespan Scheduling / Andrew M. Sutton and Frank Neumann -- On Algorithm-Dependent Boundary Case Identification for Problem Classes / Chao Qian, Yang Yu and Zhi-Hua Zhou -- Cumulative Step-Size Adaptation on Linear Functions / Alexandre Chotard, Anne Auger and Nikolaus Hansen -- On the Behaviour of the (1,[lambda])-[sigma]SA-ES for a Constrained Linear Problem / Dirk V. Arnold -- An Empirical Evaluation of O(1) Steepest Descent for NK-Landscapes / Darrell Whitley, Wenxiang Chen and Adele Howe -- Experimental Supplements to the Computational Complexity Analysis of Genetic Programming for Problems Modelling Isolated Program Semantics / Tommaso Urli, Markus Wagner and Frank Neumann --".
2012944753 description "Generalized Compressed Network Search / Rupesh Kumar Srivastava, Jürgen Schmidhuber and Faustino Gomez -- Analyzing Module Usage in Grammatical Evolution / John Mark Swafford, Erik Hemberg, Michael O'Neill and Anthony Brabazon -- On the Anytime Behavior of IPOP-CMA-ES / Manuel López-Ibáñez, Tianjun Liao and Thomas Stützle -- HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail / Hans-Georg Beyer and Steffen Finck -- Differential Gene Expression with Tree-Adjunct Grammars / Eoin Murphy, Miguel Nicolau, Erik Hemberg, Michael O'Neill and Anthony Brabazon -- Analysing the Effects of Diverse Operators in a Genetic Programming System / MinHyeok Kim, Bob (RI) McKay, Kangil Kim and Xuan Hoai Nguyen -- Quantitative Analysis of Locally Geometric Semantic Crossover / Krzysztof Krawiec and Tomasz Pawlak -- Length Scale for Characterising Continuous Optimization Problems / Rachael Morgan and Marcus Gallagher -- Analyzing the Behaviour of Population-Based Algorithms Using Rayleigh Distribution / Gabriel Luque and Enrique Alba -- Variable Transformations in Estimation of Distribution Algorithms / Davide Cucci, Luigi Malagò and Matteo Matteucci --".
2012944753 description "Includes bibliographical references and author index.".
2012944753 extent "v. <1> :".
2012944753 identifier "3642329365".
2012944753 identifier "9783642329364".
2012944753 identifier 2012944753-d.html.
2012944753 identifier 2012944753-t.html.
2012944753 isPartOf "LNCS sublibrary. SL 1, Theoretical computer science and general issues.".
2012944753 isPartOf "Lecture notes in computer science ; 7491.".
2012944753 issued "2012".
2012944753 issued "c2012-".
2012944753 language "eng".
2012944753 publisher "Berlin ; New York : Springer,".
2012944753 subject "004/.35 23".
2012944753 subject "Evolutionary computation Congresses.".
2012944753 subject "Parallel processing (Electronic computers) Congresses.".
2012944753 subject "QA76.58 .C69 2012".
2012944753 tableOfContents "A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems / Mario A. Muñoz, Michael Kirley and Saman K. Halgamuge -- Pruning GP-Based Classifier Ensembles by Bayesian Networks / C. De Stefano, G. Folino, F. Fontanella and A. Scotto di Freca -- A Multi-parent Search Operator for Bayesian Network Building / David Iclănzan -- Enhancing Learning Capabilities by XCS with Best Action Mapping / Masaya Nakata, Pier Luca Lanzi and Keiki Takadama -- Using Expert Knowledge to Guide Covering and Mutation in a Michigan Style Learning Classifier System to Detect Epistasis and Heterogeneity / Ryan J. Urbanowicz, Delaney Granizo-Mackenzie and Jason H. Moore -- On Measures to Build Linkage Trees in LTGA / Peter A. N. Bosman and Dirk Thierens -- Evolvability Analysis of the Linkage Tree Genetic Algorithm / Dirk Thierens and Peter A. N. Bosman -- Alternative Restart Strategies for CMA-ES / Ilya Loshchilov, Marc Schoenauer and Michèle Sebag -- Are State-of-the-Art Fine-Tuning Algorithms Able to Detect a Dummy Parameter? / Elizabeth Montero, María-Cristina Riff, Leslie Pérez-Caceres and Carlos A. Coello Coello -- Compressed Network Complexity Search / Faustino Gomez, Jan Koutník and Jürgen Schmidhuber -- Single Node Genetic Programming on Problems with Side Effects / David Jackson --".
2012944753 tableOfContents "ACO Beats EA on a Dynamic Pseudo-Boolean Function / Timo Kötzing and Hendrik Molter -- Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms / Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks and Günter Rudolph -- Parsimony Pressure versus Multi-objective Optimization for Variable Length Representations / Markus Wagner and Frank Neumann -- An Evolutionary and Graph-Based Method for Image Segmentation / Alessia Amelio and Clara Pizzuti -- Real-Time GPU Based Road Sign Detection and Classification / Roberto Ugolotti, Youssef S. G. Nashed and Stefano Cagnoni -- Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP / Michaela Sikulova and Lukas Sekanina -- Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA / Martin Pelikan, Mark W. Hauschild and Pier Luca Lanzi -- Reinforcement Learning with N-tuples on the Game Connect-4 / Markus Thill, Patrick Koch and Wolfgang Konen -- Efficient Sampling and Handling of Variance in Tuning Data Mining Models / Patrick Koch and Wolfgang Konen -- A Spatial EA Framework for Parallelizing Machine Learning Methods / Uday Kamath, Johan Kaers, Amarda Shehu and Kenneth A. De Jong -- Competing Mutating Agents for Bayesian Network Structure Learning / Olivier Regnier-Coudert and John McCall --".
2012944753 tableOfContents "Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition / Alexandros Agapitos, Anthony Brabazon and Michael O'Neill -- On Spectral Invariance of Randomized Hessian and Covariance Matrix Adaptation Schemes / Sebastian U. Stich and Christian L. Müller -- Variable Neighborhood Search and GRASP for Three-Layer Hierarchical Ring Network Design / Christian Schauer and Günther R. Raidl -- Extracting Key Gene Regulatory Dynamics for the Direct Control of Mechanical Systems / Jean Krohn and Denise Gorse -- An Evolutionary Optimization Approach for Bulk Material Blending Systems / Michael P. Cipold, Pradyumn Kumar Shukla, Claus C. Bachmann, Kaibin Bao and Hartmut Schmeck -- Study of Cancer Hallmarks Relevance Using a Cellular Automaton Tumor Growth Model / José Santos and Ángel Monteagudo -- Between Selfishness and Altruism: Fuzzy Nash-Berge-Zhukovskii Equilibrium / Réka Nagy, Noémi Gaskó, Rodica Ioana Lung and D. Dumitrescu -- A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search / Kisung Seo, Soohwan Hyun and Yong-Hyuk Kim -- A Hybrid Approach to Piecewise Modelling of Biochemical Systems / Zujian Wu, Shengxiang Yang and David Gilbert -- An Empirical Comparison of CMA-ES in Dynamic Environments / Chun-Kit Au and Ho-Fung Leung.".
2012944753 tableOfContents "Convergence of the IGO-Flow of Isotropic Gaussian Distributions on Convex Quadratic Problems / Tobias Glasmachers -- Homogeneous and Heterogeneous Island Models for the Set Cover Problem / Andrea Mambrini, Dirk Sudholt and Xin Yao -- Geometric Semantic Genetic Programming / Alberto Moraglio, Krzysztof Krawiec and Colin G. Johnson -- Efficient Negative Selection Algorithms by Sampling and Approximate Counting / Johannes Textor -- Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic C22-composite Functions / Youhei Akimoto, Anne Auger and Nikolaus Hansen -- A Parameterized Runtime Analysis of Simple Evolutionary Algorithms for Makespan Scheduling / Andrew M. Sutton and Frank Neumann -- On Algorithm-Dependent Boundary Case Identification for Problem Classes / Chao Qian, Yang Yu and Zhi-Hua Zhou -- Cumulative Step-Size Adaptation on Linear Functions / Alexandre Chotard, Anne Auger and Nikolaus Hansen -- On the Behaviour of the (1,[lambda])-[sigma]SA-ES for a Constrained Linear Problem / Dirk V. Arnold -- An Empirical Evaluation of O(1) Steepest Descent for NK-Landscapes / Darrell Whitley, Wenxiang Chen and Adele Howe -- Experimental Supplements to the Computational Complexity Analysis of Genetic Programming for Problems Modelling Isolated Program Semantics / Tommaso Urli, Markus Wagner and Frank Neumann --".
2012944753 tableOfContents "Generalized Compressed Network Search / Rupesh Kumar Srivastava, Jürgen Schmidhuber and Faustino Gomez -- Analyzing Module Usage in Grammatical Evolution / John Mark Swafford, Erik Hemberg, Michael O'Neill and Anthony Brabazon -- On the Anytime Behavior of IPOP-CMA-ES / Manuel López-Ibáñez, Tianjun Liao and Thomas Stützle -- HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail / Hans-Georg Beyer and Steffen Finck -- Differential Gene Expression with Tree-Adjunct Grammars / Eoin Murphy, Miguel Nicolau, Erik Hemberg, Michael O'Neill and Anthony Brabazon -- Analysing the Effects of Diverse Operators in a Genetic Programming System / MinHyeok Kim, Bob (RI) McKay, Kangil Kim and Xuan Hoai Nguyen -- Quantitative Analysis of Locally Geometric Semantic Crossover / Krzysztof Krawiec and Tomasz Pawlak -- Length Scale for Characterising Continuous Optimization Problems / Rachael Morgan and Marcus Gallagher -- Analyzing the Behaviour of Population-Based Algorithms Using Rayleigh Distribution / Gabriel Luque and Enrique Alba -- Variable Transformations in Estimation of Distribution Algorithms / Davide Cucci, Luigi Malagò and Matteo Matteucci --".
2012944753 title "PPSN 12".
2012944753 title "PPSN XII".
2012944753 title "Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings / Carlos A. Coello Coello...[et al.] (eds.).".
2012944753 type "text".