Search results for "covariance matrix adaptation"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares	A covariance matrix adaptation based evolutionary methodology for phase adjustment in financial time series forecasting.	GECCO	2010	DBLP DOI BibTeX RDF	covariance matrix adaptation evolution strategy, multilayer perceptron networks, random walk dilemma, time phase adjustment, evolutionary algorithms, financial time series forecasting
3	Youhei Akimoto, Jun Sakuma, Isao Ono, Shigenobu Kobayashi	Functionally specialized CMA-ES: a modification of CMA-ES based on the specialization of the functions of covariance matrix adaptation and step size adaptation.	GECCO	2008	DBLP DOI BibTeX RDF	functional specialization, step size adaptation, evolution strategy, covariance matrix adaptation
2	Gerulf K. M. Pedersen, Martin V. Butz	Evolving robust controller parameters using covariance matrix adaptation.	GECCO	2010	DBLP DOI BibTeX RDF	evolution strategies, parameter optimization, covariance matrix adaptation
2	Dirk V. Arnold, Nikolaus Hansen	Active covariance matrix adaptation for the (1+1)-CMA-ES.	GECCO	2010	DBLP DOI BibTeX RDF	stochastic optimisation, variable metric algorithm, evolution strategy, covariance matrix adaptation
2	Thomas Voß, Nikolaus Hansen, Christian Igel	Improved step size adaptation for the MO-CMA-ES.	GECCO	2010	DBLP DOI BibTeX RDF	mo-cma-es, step size adaptation, multi-objective optimization, evolution strategy, covariance matrix adaptation
2	Christian L. Müller, Benedikt Baumgartner, Georg Ofenbeck, Birte Schrader, Ivo F. Sbalzarini	pCMALib: a parallel fortran 90 library for the evolution strategy with covariance matrix adaptation.	GECCO	2009	DBLP DOI BibTeX RDF	parallel island model, evolution strategies, software library, cma-es
2	Verena Heidrich-Meisner, Christian Igel	Uncertainty handling CMA-ES for reinforcement learning.	GECCO	2009	DBLP DOI BibTeX RDF	covariance matrix adaptation evolution strategy, direct policy search, reinforcement learning, uncertainty handling
2	Hans-Georg Beyer, Bernhard Sendhoff	Covariance Matrix Adaptation Revisited - The CMSA Evolution Strategy -.	PPSN	2008	DBLP DOI BibTeX RDF
2	James N. Knight, Monte Lunacek	Reducing the space-time complexity of the CMA-ES.	GECCO	2007	DBLP DOI BibTeX RDF	complexity, evolution strategy, covariance matrix adaptation
2	Christian Igel, Thorsten Suttorp, Nikolaus Hansen	A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies.	GECCO	2006	DBLP DOI BibTeX RDF	rank-one update, evolution strategy, Cholesky factors, covariance matrix adaptation
2	Ofer M. Shir, Thomas Bäck	Dynamic niching in evolution strategies with covariance matrix adaptation.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
2	Anne Auger, Marc Schoenauer, Nicolas Vanhaecke	LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation.	PPSN	2004	DBLP DOI BibTeX RDF
1	Saurav Ghosh, Swagatam Das, Subhrajit Roy, Sk. Minhazul Islam, Ponnuthurai N. Suganthan	A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag	Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy	CoRR	2012	DBLP BibTeX RDF
1	Nikolaus Hansen, Anne Auger	CMA-ES: evolution strategies and covariance matrix adaptation.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
1	M. Willjuice Iruthayarajan, S. Baskar	Covariance matrix adaptation evolution strategy based design of centralized PID controller.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio Soares	Overcoming the random walk dilemma using a Covariance Matrix Adaptation Evolutionary method.	SMC	2010	DBLP DOI BibTeX RDF
1	Christian L. Müller, Ivo F. Sbalzarini	Gaussian Adaptation Revisited - An Entropic View on Covariance Matrix Adaptation.	EvoApplications	2010	DBLP DOI BibTeX RDF
1	Chih-Ming Chen, Ying-Ping Chen, Tzu-Ching Shen, John K. Zao	On the optimization of degree distributions in LT code with covariance matrix adaptation evolution strategy.	IEEE Congress on Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	Petr Posik	Stochastic local search in continuous domains: questions to be answered when designing a novel algorithm.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	probabilistic modeling, estimation-of-distribution algorithm, black-box optimization, premature convergence, evolutionary strategy, gaussian distribution, covariance matrix adaptation, cauchy distribution
1	Petr Posík	Comparison of cauchy EDA and BIPOP-CMA-ES algorithms on the BBOB noiseless testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, estimation-of-distribution algorithm, black-box optimization, evolutionary strategy, covariance matrix adaptation, cauchy distribution
1	Thomas Voß, Tobias Friedrich, Karl Bringmann, Christian Igel	Scaling up indicator-based MOEAs by approximating the least hypervolume contributor: a preliminary study.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	hypervolume, mo-cma-es, approximation, multi-objective optimization, evolution strategy, covariance matrix adaptation
1	Anne Auger, Dimo Brockhoff, Nikolaus Hansen	Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, black-box optimization
1	Anne Auger, Dimo Brockhoff, Nikolaus Hansen	Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, black-box optimization
1	Anne Auger, Dimo Brockhoff, Nikolaus Hansen	Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, black-box optimization
1	Tobias Glasmachers, Tom Schaul, Yi Sun, Daan Wierstra, Jürgen Schmidhuber	Exponential natural evolution strategies.	GECCO	2010	DBLP DOI BibTeX RDF	evolution strategies, black box optimization, unconstrained optimization, natural gradient
1	Nikolaus Hansen, Raymond Ros	Black-box optimization benchmarking of NEWUOA compared to BIPOP-CMA-ES: on the BBOB noiseless testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, evolution strategy, black-box optimization, derivative-free optimization
1	Raymond Ros	Black-box optimization benchmarking the IPOP-CMA-ES on the noiseless testbed: comparison to the BIPOP-CMA-ES.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	keywords benchmarking, evolution strategy, black-box optimization
1	Ofer M. Shir, Jonathan Roslund, Herschel Rabitz	Forced optimal covariance adaptive learning: modified CMA-ES for efficient hessian determination.	GECCO	2010	DBLP DOI BibTeX RDF	experimental optimization, hessian learning, FOCAL
1	Ofer M. Shir, Jonathan Roslund, Herschel Rabitz	Evolutionary multi-objective quantum control experiments with the covariance matrix adaptation.	GECCO	2009	DBLP DOI BibTeX RDF	experimental multi-objective optimization, mo-cma-es, multi-observable quantum control, laser pulse shaping
1	Raymond Ros	Benchmarking sep-CMA-ES on the BBOB-2009 function testbed.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	evolutionary computation, benchmarking, evolution strategy, black-box optimization, covariance matrix adaptation
1	Raymond Ros	Benchmarking sep-CMA-ES on the BBOB-2009 noisy testbed.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	evolutionary computation, benchmarking, evolution strategy, black-box optimization, covariance matrix adaptation
1	Jérémie Bruyelle, Arnaud Lange	An extended evolution strategy for the characterization of fracture conductivities from well tests.	GECCO	2009	DBLP DOI BibTeX RDF	evolutionary algorithm, inverse problem, characterization, fracture, cma-es
1	Xuefeng Chen, Xiabi Liu, Yunde Jia	Combining evolution strategy and gradient descent method for discriminative learning of bayesian classifiers.	GECCO	2009	DBLP DOI BibTeX RDF	max-min posterior pseudo-probabilities (mmp), evolution strategy, gradient descent, handwritten digit recognition, discriminative learning
1	Wolfgang Konen, Thomas Bartz-Beielstein	Reinforcement learning for games: failures and successes.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	learning, games, evolution strategies, failures
1	Andreas Jordt, Nils T. Siebel, Gerald Sommer	Automatic high-precision self-calibration of camera-robot systems.	ICRA	2009	DBLP DOI BibTeX RDF
1	Thomas Voß, Nikolaus Hansen, Christian Igel	Recombination for Learning Strategy Parameters in the MO-CMA-ES.	EMO	2009	DBLP DOI BibTeX RDF
1	José María Valls, Ricardo Aler	Optimizing Data Transformations for Classification Tasks.	IDEAL	2009	DBLP DOI BibTeX RDF	General Euclidean Distances, Evolutionary-based Machine Learning, Evolutionary Computation, Data transformations
1	Oliver Kramer, André Barthelmes, Günter Rudolph	Surrogate Constraint Functions for CMA Evolution Strategies.	KI	2009	DBLP DOI BibTeX RDF
1	Anne Auger, Nikolaus Hansen, Jorge M. Perez Zerpa, Raymond Ros, Marc Schoenauer	Experimental Comparisons of Derivative Free Optimization Algorithms.	SEA	2009	DBLP DOI BibTeX RDF
1	Ofer M. Shir, Thomas Bäck	Niching with derandomized evolution strategies in artificial and real-world landscapes.	Natural Computing	2009	DBLP DOI BibTeX RDF	Derandomized evolution strategies, CMA, Quantum control, Niching, Laser pulse shaping
1	Maryam Salehi, Alan Ableson, Parvin Mousavi	Reverse engineering time series of gene expression data using Dynamic Bayesian networks and covariance matrix adaptation evolution strategy with explicit memory.	CIBCB	2008	DBLP DOI BibTeX RDF
1	Anne Auger, Nikolaus Hansen	Evolution strategies and related estimation of distribution algorithms.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	adaptation, evolution strategy, tutorial
1	Pilar Caamaño, Francisco Bellas, José Antonio Becerra, Richard J. Duro	Application domain study of evolutionary algorithms in optimization problems.	GECCO	2008	DBLP DOI BibTeX RDF	algorithm characterization, comparison tests, optimization benchmarks, evolutionary algorithms, error measures
1	Ofer M. Shir, Jonathan Roslund, Thomas Bäck, Herschel Rabitz	Performance analysis of derandomized evolution strategies in quantum control experiments.	GECCO	2008	DBLP DOI BibTeX RDF	derandomized evolution strategies, experimental quantum control, CMA-ES, laser pulse shaping
1	Anooshiravan Saboori, Guofei Jiang, Haifeng Chen	Autotuning Configurations in Distributed Systems for Performance Improvements Using Evolutionary Strategies.	ICDCS	2008	DBLP DOI BibTeX RDF
1	Verena Heidrich-Meisner, Christian Igel	Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem.	EWRL	2008	DBLP DOI BibTeX RDF
1	Daniel Novák, Ales Pilný, Pavel Kordík, Stefan Holiga, Petr Posík, R. Cerný, Richard Brzezny	Analysis of Vestibular-Ocular Reflex by Evolutionary Framework.	ICANN	2008	DBLP DOI BibTeX RDF
1	Tobias Glasmachers, Christian Igel	Uncertainty Handling in Model Selection for Support Vector Machines.	PPSN	2008	DBLP DOI BibTeX RDF
1	Nikolaus Hansen	Adaptive Encoding: How to Render Search Coordinate System Invariant.	PPSN	2008	DBLP DOI BibTeX RDF
1	Verena Heidrich-Meisner, Christian Igel	Evolution Strategies for Direct Policy Search.	PPSN	2008	DBLP DOI BibTeX RDF
1	Raymond Ros, Nikolaus Hansen	A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity.	PPSN	2008	DBLP DOI BibTeX RDF
1	Christian Igel, Nikolaus Hansen, Stefan Roth	Covariance Matrix Adaptation for Multi-objective Optimization.	Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Olivier Teytaud, Sylvain Gelly	DCMA: yet another derandomization in covariance-matrix-adaptation.	GECCO	2007	DBLP DOI BibTeX RDF	quasi-random, evolution strategies, derandomization
1	Jörn Mehnen, Rajkumar Roy, Petra Kersting, Tobias Wagner	ICSPEA: evolutionary five-axis milling path optimisation.	GECCO	2007	DBLP DOI BibTeX RDF	SPEA 2, evolutionary computing, multi-objective optimisation, CMA-ES, mechanical engineering
1	Ofer M. Shir, Thomas Bäck	Performance analysis of niching algorithms based on derandomized-ES variants.	GECCO	2007	DBLP DOI BibTeX RDF	MPR analysis, derandomized evolution strategies, niching
1	Mohamed Jebalia, Anne Auger, Marc Schoenauer, F. James, M. Postel	Identification of the isotherm function in chromatography using CMA-ES.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Peter Korosec, Jurij Silc, Klemen Oblak, Franc Kosel	The differential ant-stigmergy algorithm: an experimental evaluation and a real-world application.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Ofer M. Shir, Michael Emmerich, Thomas Bäck	Self-Adaptive Niching CMA-ES with Mahalanobis Metric.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Dirk V. Arnold, Ralf Salomon	Evolutionary Gradient Search Revisited.	IEEE Trans. Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	William B. Langdon, Riccardo Poli	Evolving Problems to Learn About Particle Swarm Optimizers and Other Search Algorithms.	IEEE Trans. Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Jörn Grahl, Peter A. N. Bosman, Franz Rothlauf	The correlation-triggered adaptive variance scaling IDEA.	GECCO	2006	DBLP DOI BibTeX RDF	adaptive variance scaling, evolutionary algorithms, estimation of distribution algorithms, numerical optimization
1	Nils T. Siebel, Yohannes Kassahun	Learning Neural Networks for Visual Servoing Using Evolutionary Methods.	HIS	2006	DBLP DOI BibTeX RDF
1	Christian Igel, Thorsten Suttorp, Nikolaus Hansen	Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES.	EMO	2006	DBLP DOI BibTeX RDF
1	Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel	Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts.	ICANN	2006	DBLP DOI BibTeX RDF
1	Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos	Local Meta-models for Optimization Using Evolution Strategies.	PPSN	2006	DBLP DOI BibTeX RDF
1	Ofer M. Shir, Thomas Bäck	Niche Radius Adaptation in the CMA-ES Niching Algorithm.	PPSN	2006	DBLP DOI BibTeX RDF
1	Martina Hasenjäger, Bernhard Sendhoff, Toyotaka Sonoda, Toshiyuki Arima	Three dimensional evolutionary aerodynamic design optimization with CMA-ES.	GECCO	2005	DBLP DOI BibTeX RDF	real world application, design optimization, evolutionary strategies, covariance matrix adaptation
1	Yuichi Nagata	The Lens Design Using the CMA-ES Algorithm.	GECCO	2004	DBLP DOI BibTeX RDF
1	Jiri Ocenasek, Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos	A Mixed Bayesian Optimization Algorithm with Variance Adaptation.	PPSN	2004	DBLP DOI BibTeX RDF
1	Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos	Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES).	Evolutionary Computation	2003	DBLP DOI BibTeX RDF
1	Sibylle D. Müller, Nikolaus Hansen, Petros Koumoutsakos	Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations.	PPSN	2002	DBLP DOI BibTeX RDF
1	Michele Milano, Jürgen Schmidhuber, Petros Koumoutsakos	Active Learning with Adaptive Grids.	ICANN	2001	DBLP DOI BibTeX RDF
1	Nikolaus Hansen, Andreas Ostermeier	Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies: The Covariance Matrix Adaptation.	International Conference on Evolutionary Computation	1996	DBLP BibTeX RDF