Theory of Evolutionary Computation

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  Tobias Glasmachers: Convergence of the IGO-Flow of Isotropic Gaussian Distributions on Convex Quadratic Problems. 1-10
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  Andrea Mambrini, Dirk Sudholt, Xin Yao: Homogeneous and Heterogeneous Island Models for the Set Cover Problem. 11-20
• 
  Alberto Moraglio, Krzysztof Krawiec, Colin G. Johnson: Geometric Semantic Genetic Programming. 21-31
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  Johannes Textor: Efficient Negative Selection Algorithms by Sampling and Approximate Counting. 32-41
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  Youhei Akimoto, Anne Auger, Nikolaus Hansen: Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic $\mathcal C^2$ -composite Functions. 42-51
• 
  Andrew M. Sutton, Frank Neumann: A Parameterized Runtime Analysis of Simple Evolutionary Algorithms for Makespan Scheduling. 52-61
• 
  Chao Qian, Yang Yu, Zhi-Hua Zhou: On Algorithm-Dependent Boundary Case Identification for Problem Classes. 62-71
• 
  Alexandre Adrien Chotard, Anne Auger, Nikolaus Hansen: Cumulative Step-Size Adaptation on Linear Functions. 72-81
• 
  Dirk V. Arnold: On the Behaviour of the (1, λ)-σSA-ES for a Constrained Linear Problem. 82-91
• 
  Darrell Whitley, Wenxiang Chen, Adele E. Howe: An Empirical Evaluation of O(1) Steepest Descent for NK-Landscapes. 92-101
• 
  Tommaso Urli, Markus Wagner, Frank Neumann: Experimental Supplements to the Computational Complexity Analysis of Genetic Programming for Problems Modelling Isolated Program Semantics. 102-112
• 
  Timo Kötzing, Hendrik Molter: ACO Beats EA on a Dynamic Pseudo-Boolean Function. 113-122
• 
  Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph: Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. 123-132
• 
  Markus Wagner, Frank Neumann: Parsimony Pressure versus Multi-objective Optimization for Variable Length Representations. 133-142

Machine Learning, Classifier Systems, Image Processing

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  Alessia Amelio, Clara Pizzuti: An Evolutionary and Graph-Based Method for Image Segmentation. 143-152
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  Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni: Real-Time GPU Based Road Sign Detection and Classification. 153-162
• 
  Michaela Sikulová, Lukás Sekanina: Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP. 163-172
• 
  Martin Pelikan, Mark Hauschild, Pier Luca Lanzi: Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA. 173-183
• 
  Markus Thill, Patrick Koch, Wolfgang Konen: Reinforcement Learning with N-tuples on the Game Connect-4. 184-194
• 
  Patrick Koch, Wolfgang Konen: Efficient Sampling and Handling of Variance in Tuning Data Mining Models. 195-205
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  Uday Kamath, Johan Kaers, Amarda Shehu, Kenneth A. De Jong: A Spatial EA Framework for Parallelizing Machine Learning Methods. 206-215
• 
  Olivier Regnier-Coudert, John A. W. McCall: Competing Mutating Agents for Bayesian Network Structure Learning. 216-225
• 
  Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge: A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems. 226-235
• 
  Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca: Pruning GP-Based Classifier Ensembles by Bayesian Networks. 236-245
• 
  David Iclanzan: A Multi-parent Search Operator for Bayesian Network Building. 246-255
• 
  Masaya Nakata, Pier Luca Lanzi, Keiki Takadama: Enhancing Learning Capabilities by XCS with Best Action Mapping. 256-265
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  Ryan J. Urbanowicz, Delaney Granizo-MacKenzie, Jason H. Moore: Using Expert Knowledge to Guide Covering and Mutation in a Michigan Style Learning Classifier System to Detect Epistasis and Heterogeneity. 266-275
• 
  Peter A. N. Bosman, Dirk Thierens: On Measures to Build Linkage Trees in LTGA. 276-285
• 
  Dirk Thierens, Peter A. N. Bosman: Evolvability Analysis of the Linkage Tree Genetic Algorithm. 286-295

Experimental Analysis, Encoding, EDA, GP

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  Ilya Loshchilov, Marc Schoenauer, Michèle Sebag: Alternative Restart Strategies for CMA-ES. 296-305
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  Elizabeth Montero, María-Cristina Riff, Leslie Pérez Cáceres, Carlos A. Coello Coello: Are State-of-the-Art Fine-Tuning Algorithms Able to Detect a Dummy Parameter? 306-315
• 
  Faustino J. Gomez, Jan Koutník, Jürgen Schmidhuber: Compressed Network Complexity Search. 316-326
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  David Jackson: Single Node Genetic Programming on Problems with Side Effects. 327-336
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  Rupesh Kumar Srivastava, Jürgen Schmidhuber, Faustino J. Gomez: Generalized Compressed Network Search. 337-346
• 
  John Mark Swafford, Erik Hemberg, Michael O'Neill, Anthony Brabazon: Analyzing Module Usage in Grammatical Evolution. 347-356
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  Manuel López-Ibáñez, Tianjun Liao, Thomas Stützle: On the Anytime Behavior of IPOP-CMA-ES. 357-366
• 
  Hans-Georg Beyer, Steffen Finck: HappyCat - A Simple Function Class Where Well-Known Direct Search Algorithms Do Fail. 367-376
• 
  Eoin Murphy, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon: Differential Gene Expression with Tree-Adjunct Grammars. 377-386
• 
  MinHyeok Kim, Bob McKay, Kangil Kim, Xuan Hoai Nguyen: Analysing the Effects of Diverse Operators in a Genetic Programming System. 387-396
• 
  Krzysztof Krawiec, Tomasz Pawlak: Quantitative Analysis of Locally Geometric Semantic Crossover. 397-406
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  Rachael Morgan, Marcus Gallagher: Length Scale for Characterising Continuous Optimization Problems. 407-416
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  Gabriel Luque, Enrique Alba: Analyzing the Behaviour of Population-Based Algorithms Using Rayleigh Distribution. 417-427
• 
  Davide Cucci, Luigi Malagò, Matteo Matteucci: Variable Transformations in Estimation of Distribution Algorithms. 428-437
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  Alexandros Agapitos, Anthony Brabazon, Michael O'Neill: Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition. 438-447
• 
  Sebastian U. Stich, Christian L. Müller: On Spectral Invariance of Randomized Hessian and Covariance Matrix Adaptation Schemes. 448-457

Applications (I)

• 
  Christian Schauer, Günther R. Raidl: Variable Neighborhood Search and GRASP for Three-Layer Hierarchical Ring Network Design. 458-467
• 
  Jean Krohn, Denise Gorse: Extracting Key Gene Regulatory Dynamics for the Direct Control of Mechanical Systems. 468-477
• 
  Michael P. Cipold, Pradyumn Kumar Shukla, Claus C. Bachmann, Kaibin Bao, Hartmut Schmeck: An Evolutionary Optimization Approach for Bulk Material Blending Systems. 478-488
• 
  José Santos Reyes, Ángel Monteagudo: Study of Cancer Hallmarks Relevance Using a Cellular Automaton Tumor Growth Model. 489-499
• 
  Réka Nagy, Noémi Gaskó, Rodica Ioana Lung, D. Dumitrescu: Between Selfishness and Altruism: Fuzzy Nash-Berge-Zhukovskii Equilibrium. 500-509
• 
  Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim: A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search. 510-518
• 
  Zujian Wu, Shengxiang Yang, David Gilbert: A Hybrid Approach to Piecewise Modelling of Biochemical Systems. 519-528
• 
  Chun-Kit Au, Ho-Fung Leung: An Empirical Comparison of CMA-ES in Dynamic Environments. 529-538

last updated on Sat May 18 05:28:53 2013 by the dblp team
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