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Evolutionary Algorithms for Solving Multi-Objective Problems / by Carlos A. Coello Coello, David A. Veldhuizen, Gary B. Lamont
Evolutionary Algorithms for Solving Multi-Objective Problems / by Carlos A. Coello Coello, David A. Veldhuizen, Gary B. Lamont
Creatore [Coello Coello, Carlos A.]
Estensione 1 online resource (xxxv, 576 pages).
Disciplina 006.3
Accesso persona Veldhuizen, David A.
Lamont, Gary B.
ISBN 9781475751840
1475751842
9781475751864
1475751869
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UALBERTA-8010338
[Coello Coello, Carlos A.]  
Materiale a stampa
Lo trovi qui: University of Alberta / NEOS Library Consortium
Evolutionary algorithms for solving multi-objective problems [electronic resource] / Carlos A. Coello Coello, Gary B. Lamont, David A. Van Veldhuizen
Evolutionary algorithms for solving multi-objective problems [electronic resource] / Carlos A. Coello Coello, Gary B. Lamont, David A. Van Veldhuizen
Creatore [Coello Coello, Carlos A.]
Edizione [2nd ed.]
Estensione 1 online resource (xxi, 800 p.) : ill.
Disciplina 005.1
Accesso persona Lamont, Gary B.
Van Veldhuisen, David A.
Genere/Forma Electronic books
ISBN 9780387367972
0387367977
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UCHICAGO-8881110
[Coello Coello, Carlos A.]  
Materiale a stampa
Lo trovi qui: University of Chicago
Evolutionary Multi-Criterion Optimization [electronic resource] : Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings / edited by Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler
Evolutionary Multi-Criterion Optimization [electronic resource] : Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings / edited by Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler
Creatore [Coello Coello, Carlos A.]
Accesso persona Hernández Aguirre, Arturo
Zitzler, Eckart
Accesso ente SpringerLink (Online service)
ISBN 9783540249832
9783540318804
Formato Risorse elettroniche
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UMICH-005662576
[Coello Coello, Carlos A.]  
Risorse elettroniche
Lo trovi qui: University of Michigan Ann Arbor
Applications of multi-objective evolutionary algorithms [electronic resource] / editors, Carlos A. Coello Coello, Gary B. Lamont
Applications of multi-objective evolutionary algorithms [electronic resource] / editors, Carlos A. Coello Coello, Gary B. Lamont
Estensione 1 online resource (xxvii, 761 p.) : ill.
Accesso persona Coello Coello, Carlos A.
Lamont, Gary B.
ISBN 9812561064
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UALBERTA-7701750
Materiale a stampa
Lo trovi qui: University of Alberta / NEOS Library Consortium
Applications of multi-objective evolutionary algorithms
Applications of multi-objective evolutionary algorithms
Estensione xxvii, 761 p. ; 24 cm.
Accesso persona Lamont, Gary B.
Coello Coello, Carlos A.
ISBN 9812561064
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1. An introduction to multi-objective evolutionary algorithms and their applications -- 2. Applications of multi-objective evolutionary algorithms in engineering design -- 3. Optimal design of industrial electromagnetic devices : a multiobjective evolutionary approach -- 4. Groundwater monitoring design : a case study combining epsilon dominance archiving and automatic parameterization for the NSGA-II -- 5. Using a particle swarm optimizer with a multi-objective selection scheme to design combinational logic circuits -- 6. Application of multi-objective evolutionary algorithms in autonomous vehicles navigation -- 7. Automatic control system design via a multiobjective evolutionary algorithm -- 8. The use of evolutionary algorithms to solve practical problems in polymer extrusion -- 9. Evolutionary multi-objective optimization of trusses -- 10. City and regional planning via a MOEA : lessons learned -- 11. A multi-objective evolutionary algorithm for the covering tour problem -- 12. A computer engineering benchmark application for multiobjective optimizers -- 13. Multiobjective aerodynamic design and visualization of supersonic wings by using adaptive range multiobjective genetic algorithms -- 14. Applications of a multi-objective genetic algorithm in chemical and environmental engineering -- 15. Multi-objective spectroscopic data analysis of inertial confinement fusion implosion cores : plasma gradient determination -- 16. Application of multiobjective evolutionary optimization algorithms in medicine -- 17. On machine learning with multiobjective genetic optimization -- 18. Generalized analysis of promoters : a method for DNA sequence description -- 19. Multi-objective evolutionary algorithms for computer science applications -- 20. Design of fluid power system using a multi objective genetic algorithm -- 21. Elimination of exceptional elements in cellular manufacturing systems using multi-objective genetic algorithms -- 22. Single-objective and multi-objective evolutionary flowshop scheduling -- 23. Evolutionary operators based on elite solutions for bi-objective combinatorial optimization -- 24. Multi-objective rectangular packing problem -- 25. Multi-objective algorithms for attribute selection in data mining -- 26. Financial applications of multi-objective evolutionary algorithms : recent developments and future research directions -- 27. Evolutionary multi-objective optimization approach to constructing neural network ensembles for regression -- 28. Optimizing forecast model complexity using multi-objective evolutionary algorithms -- 29. Even flow scheduling problems in forest management -- 30. Using diversity in guide the search in multi-objective optimization.
Record Nr. UCHICAGO-5582086
Materiale a stampa
Lo trovi qui: University of Chicago
Evolutionary multi-criterion optimization : third international conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005 ; proceedings / Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler (eds.).
Evolutionary multi-criterion optimization : third international conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005 ; proceedings / Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler (eds.).
Creatore [EMO (Conference (3rd : 2005 : Guanajuato, Mexico)]
Estensione xvi, 912 p. : ill. ; 24 cm.
Accesso persona Coello Coello, Carlos A.
Hernández Aguirre, Arturo
Zitzler, Eckart
ISBN 3540249834
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto The evolution of optimality : De Novo programming / Milan Zeleny -- Many-objective optimization : an engineering design perspective / Peter J. Fleming, Robin C. Purshouse and Robert J. Lygoe -- 1984-2004 - 20 years of multiobjective metaheuristics : but what about the solution of combinatorial problems with multiple objectives? / Xavier Gandibleux and Matthias Ehrgott -- Omni-optimizer : a procedure for single and multi-objective optimization / Kalyanmoy Deb and Santosh Tiwari -- An EMO algorithm using the hypervolume measure as selection criterion / Michael Emmerich, Nicola Beume and Boris Naujoks -- The combative accretion model - multiobjective optimisation without explicit Pareto ranking / Adam Berry and Peter Vamplew -- Parallelization of multi-objective evolutionary algorithms using clustering algorithms / Felix Streichert, Holger Ulmer and Andreas Zell -- An efficient multi-objective evolutionary algorithm : OMOEA-II / Sanyou Zeng, Shuzhen Yao, Lishan Kang and Yong Liu -- Path relinking in Pareto multi-objective genetic algorithms / Matthieu Basseur, Franck Seynhaeve and El-Ghazali Talbi -- Dynamic archive evolution strategy for multiobjective optimization / Yang Shu Min, Shao Dong Guo and Luo Yang Jie -- Searching for robust Pareto-optimal solutions in multi-objective optimization / Kalyanmoy Deb and Himanshu Gupta -- Multi-objective MaxiMin sorting scheme / E. J. Solteiro Pires, P. B. de Moura Oliveira and J. A. Tenreiro Machado -- Multiobjective optimization on a budget of 250 evaluations / Joshua Knowles and Evan J. Hughes -- Initial population construction for convergence improvement of MOEAs / Christian Haubelt, Jurgen Gamenik and Jurgen Teich -- Multi-objective go with the winners algorithm : a preliminary study / Carlos A. Brizuela and Everardo Gutierrez -- Exploiting comparative studies using criteria : generating knowledge from an analyst's perspective / Daniel Salazar, Nestor Carrasquero and Blas Galvan -- A multiobjective evolutionary algorithm for deriving final ranking from a fuzzy outranking relation / Juan Carlos Leyva-Lopez and Miguel Angel Aguilera-Contreras -- Exploring the performance of stochastic multiobjective optimisers with the second-order attainment function / Carlos M. Fonseca, Viviane Grunert da Fonseca and Luis Paquete -- Recombination of similar parents in EMO algorithms / Hisao Ishibuchi and Kaname Narukawa -- A scalable multi-objective test problem toolkit / Simon Huband, Luigi Barone, Lyndon While and Phil Hingston -- Extended multi-objective fast messy genetic algorithm solving deception problems / Richard O. Day and Gary B. Lamont -- Comparing classical generating methods with an evolutionary multi-objective optimization method / Pradyumn Kumar Shukla, Kalyanmoy Deb and Santosh Tiwari -- A new analysis of the LebMeasure algorithm for calculating hypervolume / Lyndon While -- Effects of removing overlapping solutions on the performance of the NSGA-II algorithms / Yusuke Nojima, Kaname Narukawa, Shiori Kaige and Hisao Ishibuchi -- Selection, drift, recombination, and mutation in multiobjective evolutionary algorithms on scalable MNK-landscapes / Hernan E. Aguirre and Kiyoshi Tanaka -- Comparison between Lamarckian and Baldwinian repair on multiobjective 0/1 knapsack problems / Hisao Ishibuchi, Shiori Kaige and Kaname Narukawa -- The value of online adaptive search : a performance comparison of NSGAII, [epsilon]-NSGAII and [epsilon]MOEA / Joshua B. Kollat and Patrick M. Reed -- Fuzzy-Pareto-dominance and its application in evolutionary multi-objective optimization / Mario Koppen, Raul Vicente-Garcia and Bertram Nickolay -- Multi-objective optimization of problems with epistemic uncertainty / Philipp Limbourg -- The naive MIDEA : a baseline multi-objective EA / Peter A. N. Bosman and Dirk Thierens -- New ideas in applying scatter search to multiobjective optimization / Antonio J. Nebro, Francisco Luna and Enrique Alba -- A MOPSO algorithm based exclusively on Pareto dominance concepts / Julio E. Alvarez-Benitez, Richard M. Everson and Jonathan E. Fieldsend -- Clonal selection with immune dominance and anergy based multiobjective optimization / Licheng Jiao, Maoguo Gong, Ronghua Shang, Haifeng Du and Bin Lu -- A multi-objective Tabu search algorithm for constrained optimisation problems / Daniel Jaeggi, Geoff Parks, Timoleon Kipouros and John Clarkson -- Improving PSO-based multi-objective optimization using crowding, mutation and [epsilon]-dominance / Margarita Reyes Sierra and Carlos A. Coello Coello -- DEMO : differential evolution for multiobjective optimization / Tea Robic and Bogdan Filipic -- Multi-objective model selection for support vector machines / Christian Igel -- Exploiting the trade-off - the benefits of multiple objectives in data clustering / Julia Handl and Joshua Knowles -- Extraction of design characteristics of multiobjective optimization - its application to design of artificial satellite heat pipe / Min Joong Jeong, Takashi Kobayashi and Shinobu Yoshimura -- Gray coding in evolutionary multicriteria optimization : application in frame structural optimum design / David Greiner, Gabriel Winter, Jose M. Emperador and Blas Galvan -- Multi-objective genetic algorithms to create ensemble of classifiers / Luiz S. Oliveira, Marisa Morita, Robert Sabourin and Flavio Bortolozzi -- Multi-objective model optimization for inferring gene regulatory networks / Christian Spieth, Felix Streichert, Nora Speer and Andreas Zell -- High-fidelity multidisciplinary design optimization of wing shape for regional jet aircraft / Kazushisa Chiba, Shigeru Obayashi, Kazuhiro Nakahashi and Hiroyuki Morino -- Photonic device design using multiobjective evolutionary algorithms / Steven Manos, Leon Poladian, Peter Bentley and Maryanne Large -- Multiple criteria lot-sizing in a foundry using evolutionary algorithms / Jerzy Duda and Andrzej Osyczka -- Multiobjective shape optimization using estimation distribution algorithms and correlated information / Sergio Ivvan Valdez Pena, Salvador Botello Rionda and Arturo Hernandez Aguirre -- Evolutionary multi-objective environmental/economic dispatch : stochastic versus deterministic approaches / Robert T. F. Ah King, Harry C. S. Rughooputh and Kalyanmoy Deb -- A multi-objective approach to integrated risk management / Frank Schlottmann, Andreas Mitschele and Detlef Seese -- An approach based on the strength Pareto evolutionary algorithm 2 for power distribution system planning / Francisco Rivas-Davalos and Malcolm R. Irving -- Proposition of selection operation in a genetic algorithm for a job shop rescheduling problem / Hitoshi Iima -- A two-level evolutionary approach to multi-criterion optimization of water supply systems / Matteo Nicolini -- Evolutionary multi-objective optimization for simultaneous generation of signal-type and symbol-type representations / Yaochu Jin, Bernhard Sendhoff and Edgar Korner -- A multi-objective memetic algorithm for intelligent feature extraction / Paulo V. W. Radtke, Tony Wong and Robert Sabourin -- Solving the aircraft engine maintenance scheduling problem using a multi-objective evolutionary algorithm / Mark P. Kleeman and Gary B. Lamont -- Finding Pareto-optimal set by merging attractors for a bi-objective traveling salesman problem / Weiqi Li -- Multiobjective EA approach for improved quality of solutions for spanning tree problem / Rajeev Kumar, P. K. Singh and P. P. Chakrabarti -- Developments on a multi-objective metaheuristic (MOMH) algorithm for finding interesting sets of classification rules / Beatriz de la Iglesia, Alan Reynolds and Vic J. Rayward-Smith -- Preliminary investigation of the 'learnable evolution model' for faster/better multiobjective water systems design / Laetitia Jourdan, David Corne, Dragan Savic and Godfrey Walters -- Particle evolutionary swarm for design reliability optimization / Angel E. Munoz Zavala, Enrique R. Villa Diharce and Arturo Hernandez Aguirre --
Multiobjective water pinch analysis of the Cueranavaca City water distribution network / Carlos E. Mariano-Romero, Victor Alcocer-Yamanaka and Eduardo F. Morales -- Multi-objective vehicle routing problems using two-fold EMO algorithms to enhance solution similarity on non-dominated solutions / Tadahiko Murata and Ryota Itai -- Multi-objective optimisation of turbomachinery blades using Tabu search / Timoleon Kipouros, Daniel Jaeggi, Bill Dawes, Geoff Parks and Mark Savill.
Record Nr. UCHICAGO-5608390
[EMO (Conference (3rd : 2005 : Guanajuato, Mexico)]  
Materiale a stampa
Lo trovi qui: University of Chicago
Evolutionary Algorithms for Solving Multi-Objective Problems [electronic resource] : Second Edition / by Carlos A. Coello Coello, Gary B. Lamont, David A. Van Veldhuizen
Evolutionary Algorithms for Solving Multi-Objective Problems [electronic resource] : Second Edition / by Carlos A. Coello Coello, Gary B. Lamont, David A. Van Veldhuizen
Creatore [Coello Coello, Carlos A.]
Accesso persona Lamont, Gary B.
Van Veldhuizen, David A.
Accesso ente SpringerLink (Online service)
ISBN 9780387367972
Formato Risorse elettroniche
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. YALE-8372711
[Coello Coello, Carlos A.]  
Risorse elettroniche
Lo trovi qui: Yale University
Parallel problem solving from nature-- PPSN XII [electronic resource] : 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings. Part II / 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 II / 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 3642329640 (electronic bk.)
9783642329647 (electronic bk.)
9783642329630
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UALBERTA-5869756
[International Conference on Parallel Problem Solving from Nature (12th : 2012 : Taormina, Italy)]  
Materiale a stampa
Lo trovi qui: University of Alberta / NEOS Library Consortium
Artificial immune systems : 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012. Proceedings / Carlos A. Coello Coello [and others] (eds.).
Artificial immune systems : 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012. Proceedings / Carlos A. Coello Coello [and others] (eds.).
Creatore [ICARIS (Conference) (11th : 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
Artificial intelligence
Computer simulation
Simulation and Modeling
Algorithm Analysis and Problem Complexity
ISBN 9783642337574
3642337570
9783642337567
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Face Recognition by Searching Most Similar Sample with Immune Learning -- A Multi-Objective Artificial Immune System Based on Hypervolume -- A Comparative Study of Negative Selection Based Anomaly Detection in Sequence Data -- Immune-Inspired Self Healing in Wireless Sensor Networks -- A Beginner's Guide to Systems Simulation in Immunology -- Clustering-Based Multi-objective Immune Optimization Evolutionary Algorithm -- Petri Nets Approach to Modeling of Immune System and Autism -- Mathematical Implementation of Interation between Malaria and Immune System -- Computing Longest Common Subsequences with the B-Cell Algorithm -- Bait a Trap: Introducing Natural Killer Cells to Artificial Immune System for Spyware Detection -- AC-CS: An Immune-Inspired Associative Classification Algorithm -- RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory -- Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers -- A Negative Selection Approach to Intrusion Detection -- Clonal Expansion without Self-replicating Entities -- A Real Time Anomaly Detection System Based on Probabilistic Artificial Immune Systems -- CSA/IE: Novel Clonal Selection Algorithm with Information Exchange for High Dimensional Global Optimization Problems -- An Ecological Approach to Anomaly Detection: The EIA Model -- Rethinking Concepts of the Dendritic Cell Algorithm for Multiple Data Stream Analysis -- Stability-Based Model Selection for High Throughput Genomic Data: An Algorithmic Paradigm -- Towards an Evolutionary Procedure for Reverse-Engineering Biological Networks -- Distributed Computing with Prokaryotic Immune Systems -- The Immune System as a Metaphor for Topology Driven Patterns Formation in Complex Systems.
Record Nr. UCHICAGO-11077253
[ICARIS (Conference) (11th : 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.
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