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ORCID12th PPSN 2012: Taormina, Italy
- Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone:
Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7491, Springer 2012, ISBN 978-3-642-32936-4
Theory of Evolutionary Computation
- Tobias Glasmachers:
Convergence of the IGO-Flow of Isotropic Gaussian Distributions on Convex Quadratic Problems. 1-10 - 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 - Johannes Textor:
Efficient Negative Selection Algorithms by Sampling and Approximate Counting. 32-41 - 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 - L. 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
- Alessia Amelio, Clara Pizzuti:
An Evolutionary and Graph-Based Method for Image Segmentation. 143-152 - 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 - 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 - 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
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag:
Alternative Restart Strategies for CMA-ES. 296-305 - 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 - David Jackson:
Single Node Genetic Programming on Problems with Side Effects. 327-336 - 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 - 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 - Rachael Morgan, Marcus Gallagher:
Length Scale for Characterising Continuous Optimization Problems. 407-416 - Gabriel Luque, Enrique Alba:
Analyzing the Behaviour of Population-Based Algorithms Using Rayleigh Distribution. 417-427 - Davide A. Cucci, Luigi Malagò, Matteo Matteucci:
Variable Transformations in Estimation of Distribution Algorithms. 428-437 - 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 R. 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
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