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Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello [and others] (eds.).
Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello [and others] (eds.).
Creatore [International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]
Estensione 1 online resource.
Accesso persona Coello Coello, Carlos A.
Genere/Forma Electronic books
Conference papers and proceedings
Soggetto non controllato Computer science
Computer software
Computational complexity
Artificial intelligence
Computational Biology/Bioinformatics
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
ISBN 9783642329371
3642329373
9783642329364
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
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.
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.
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.
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.
Record Nr. UCHICAGO-11077257
[International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]  
Materiale a stampa
Lo trovi qui: University of Chicago
Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello [and others] (eds.).
Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello [and others] (eds.).
Creatore [International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]
Estensione 1 online resource.
Disciplina 004/.35
Accesso persona Coello Coello, Carlos A.
Soggetto non controllato Computer science
Computer software
Computational complexity
Artificial intelligence
Computational Biology/Bioinformatics
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
ISBN 9783642329371
3642329373
9783642329364
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
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.
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.
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.
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.
Record Nr. STANFORD-a9708969
[International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]  
Materiale a stampa
Lo trovi qui: Stanford University
Parallel problem solving from nature-- PPSN XII [electronic resource] : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello...[et al.] (eds.).
Parallel problem solving from nature-- PPSN XII [electronic resource] : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello...[et al.] (eds.).
Creatore [International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]
Estensione 1 online resource.
Disciplina 004/.35
Accesso persona Coello Coello, Carlos A.
Genere/Forma Electronic books
Soggetto non controllato Computer science
Computer software
Computational complexity
Artificial intelligence
Computational Biology/Bioinformatics
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
ISBN 9783642329371 (electronic bk.)
3642329373 (electronic bk.)
9783642329364
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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 --
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 --
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 --
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 --
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.
Record Nr. UPENN-9960098863503681
[International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]  
Materiale a stampa
Lo trovi qui: University of Pennsylvania
Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello [and others] (eds.).
Parallel problem solving from nature-- PPSN XII : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello [and others] (eds.).
Creatore [International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]
Estensione 1 online resource.
Disciplina 004/.35
Accesso persona Coello Coello, Carlos A.
Genere/Forma Electronic books
Conference papers and proceedings
Soggetto non controllato Computer science
Computer software
Computational complexity
Artificial intelligence
Computational Biology/Bioinformatics
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
ISBN 9783642329371
3642329373
9783642329364
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
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.
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.
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.
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.
Record Nr. NYU-004624406
[International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]  
Materiale a stampa
Lo trovi qui: New York University
Parallel problem solving from nature-- PPSN XII [electronic resource] : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello...[et al.] (eds.).
Parallel problem solving from nature-- PPSN XII [electronic resource] : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part I / Carlos A. Coello Coello...[et al.] (eds.).
Creatore [International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]
Estensione 1 online resource.
Disciplina 004/.35
Accesso persona Coello Coello, Carlos A.
Accesso convegno International Conference on Parallel Problem Solving from Nature
ISBN 3642329373 (electronic bk.)
9783642329371 (electronic bk.)
9783642329364
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UALBERTA-5869757
[International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]  
Materiale a stampa
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