Search results for "CMA-ES"

Hits ?▲	Authors	Title	Venue	Year	Link
17	Atsuhiro Miyagi, Youhei Akimoto, Hajime Yamamoto	Well placement optimization for carbon dioxide capture and storage via CMA-ES with mixed integer support.	GECCO (Companion)	2018	DBLP DOI BibTeX RDF
17	Youhei Akimoto, Nikolaus Hansen	CMA-ES and advanced adaptation mechanisms.	GECCO (Companion)	2018	DBLP DOI BibTeX RDF
17	Erdal Tasci, Osman Gökalp, Aybars Ugur	Development of a novel feature weighting method using CMA-ES optimization.	SIU	2018	DBLP DOI BibTeX RDF
17	Olacir R. Castro Jr., Aurora T. R. Pozo, José Antonio Lozano 0001, Roberto Santana 0001	Transfer weight functions for injecting problem information in the multi-objective CMA-ES.	Memetic Comput.	2017	DBLP DOI BibTeX RDF
17	Zhuoran Xu, Hiroyuki Iizuka, Masahito Yamamoto	Attraction basin sphere estimation approach for niching CMA-ES.	Soft Comput.	2017	DBLP DOI BibTeX RDF
17	Rafal Biedrzycki	A version of IPOP-CMA-ES algorithm with midpoint for CEC 2017 single objective bound constrained problems.	CEC	2017	DBLP DOI BibTeX RDF
17	Olacir R. Castro Jr., Roberto Santana 0001, José Antonio Lozano 0001, Aurora T. R. Pozo	Combining CMA-ES and MOEA/DD for many-objective optimization.	CEC	2017	DBLP DOI BibTeX RDF
17	Zhenhua Li 0005, Qingfu Zhang 0001	An efficient rank-1 update for Cholesky CMA-ES using auxiliary evolution path.	CEC	2017	DBLP DOI BibTeX RDF
17	Ali Wagdy Mohamed, Anas A. Hadi, Anas M. Fattouh, Kamal Mansur Jambi	LSHADE with semi-parameter adaptation hybrid with CMA-ES for solving CEC 2017 benchmark problems.	CEC	2017	DBLP DOI BibTeX RDF
17	Hidekazu Miyazawa, Youhei Akimoto	Effect of the mean vector learning rate in CMA-ES.	GECCO	2017	DBLP DOI BibTeX RDF
17	Naoki Mori, Taku Hasegawa, Kento Tsukada, Keinosuke Matsumoto	Analysis of scaling for fitness landscape learning evolutionary computation based on CMA-ES.	GECCO (Companion)	2017	DBLP DOI BibTeX RDF
17	Takahiro Yamaguchi, Youhei Akimoto	Benchmarking the novel CMA-ES restart strategy using the search history on the BBOB noiseless testbed.	GECCO (Companion)	2017	DBLP DOI BibTeX RDF
17	Youhei Akimoto, Nikolaus Hansen	CMA-ES and advanced adaptation mechanisms.	GECCO (Companion)	2017	DBLP DOI BibTeX RDF
17	Dogan Aydin, Gürcan Yavuz	Self-adaptive search equation-based artificial bee colony algorithm with CMA-ES on the noiseless BBOB testbed.	GECCO (Companion)	2017	DBLP DOI BibTeX RDF
17	Abbas Abdolmaleki, Bob Price, Nuno Lau, Luís Paulo Reis, Gerhard Neumann	Deriving and improving CMA-ES with information geometric trust regions.	GECCO	2017	DBLP DOI BibTeX RDF
17	Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer	Per instance algorithm configuration of CMA-ES with limited budget.	GECCO	2017	DBLP DOI BibTeX RDF
17	Wojciech Jaskowski, Marcin Grzegorz Szubert	Coevolutionary CMA-ES for Knowledge-Free Learning of Game Position Evaluation.	IEEE Trans. Comput. Intell. AI Games	2016	DBLP DOI BibTeX RDF
17	Katerina Marova	Using CMA-ES for tuning coupled PID controllers within models of combustion engines.	CoRR	2016	DBLP BibTeX RDF
17	Ilya Loshchilov, Frank Hutter	CMA-ES for Hyperparameter Optimization of Deep Neural Networks.	CoRR	2016	DBLP BibTeX RDF
17	Guan-Yu Hu 0001, Zhi-Jie Zhou 0001, Bangcheng Zhang, Xiao-Jing Yin, Zhi Gao, Zhiguo Zhou	A method for predicting the network security situation based on hidden BRB model and revised CMA-ES algorithm.	Appl. Soft Comput.	2016	DBLP DOI BibTeX RDF
17	Chuang Liu, Linan Fan	A hybrid evolutionary algorithm based on tissue membrane systems and CMA-ES for solving numerical optimization problems.	Knowl. Based Syst.	2016	DBLP DOI BibTeX RDF
17	Zbynek Pitra, Lukás Bajer, Martin Holena	Doubly Trained Evolution Control for the Surrogate CMA-ES.	PPSN	2016	DBLP DOI BibTeX RDF
17	Zhenhua Li 0005, Qingfu Zhang 0001	What Does the Evolution Path Learn in CMA-ES?	PPSN	2016	DBLP DOI BibTeX RDF
17	Asma Atamna, Anne Auger, Nikolaus Hansen	Augmented Lagrangian Constraint Handling for CMA-ES - Case of a Single Linear Constraint.	PPSN	2016	DBLP DOI BibTeX RDF
17	Steffen Limmer, Dietmar Fey	Investigation of strategies for an increasing population size in multi-objective CMA-ES.	CEC	2016	DBLP DOI BibTeX RDF
17	Oswin Krause, Tobias Glasmachers, Nikolaus Hansen, Christian Igel	Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite.	GECCO (Companion)	2016	DBLP DOI BibTeX RDF
17	Kouhei Nishida, Youhei Akimoto	Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noisy Testbed.	GECCO (Companion)	2016	DBLP DOI BibTeX RDF
17	Kouhei Nishida, Youhei Akimoto	Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient.	GECCO	2016	DBLP DOI BibTeX RDF
17	Youhei Akimoto, Anne Auger, Nikolaus Hansen	CMA-ES and Advanced Adaptation Mechanisms.	GECCO (Companion)	2016	DBLP DOI BibTeX RDF
17	Kouhei Nishida, Youhei Akimoto	Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noiseless Testbed.	GECCO (Companion)	2016	DBLP DOI BibTeX RDF
17	Oswin Krause, Dídac Rodríguez Arbonès, Christian Igel	CMA-ES with Optimal Covariance Update and Storage Complexity.	NIPS	2016	DBLP BibTeX RDF
17	Jörg Bremer, Sebastian Lehnhoff	A hybrid CMA-ES approach for distributed grid compliant energy scheduling.	SSCI	2016	DBLP DOI BibTeX RDF
17	Leopoldo Urbina, Carlos A. Duchanoy, Marco A. Moreno-Armendáriz, Derlis Hernández Lara, Hiram Calvo	Implementación sobre FPGA de la estrategia evolutiva CMA-ES para optimización numérica.	Res. Comput. Sci.	2015	DBLP BibTeX RDF
17	S. Surender Reddy, Bijaya K. Panigrahi, Shantanab Debchoudhury, Rupam Kundu, Rohan Mukherjee 0001	Short-term hydro-thermal scheduling using CMA-ES with directed target to best perturbation scheme.	Int. J. Bio Inspired Comput.	2015	DBLP DOI BibTeX RDF
17	Viktor Arkhipov, Maxim Buzdalov 0001, Anatoly Shalyto 0001	An Asynchronous Implementation of the Limited Memory CMA-ES.	CoRR	2015	DBLP BibTeX RDF
17	Viktor Arkhipov, Maxim Buzdalov 0001, Anatoly Shalyto 0001	An Asynchronous Implementation of the Limited Memory CMA-ES.	ICMLA	2015	DBLP DOI BibTeX RDF
17	Martin Andersson, Sunith Bandaru, Amos H. C. Ng, Anna Syberfeldt	Parameter tuned CMA-ES on the CEC'15 expensive problems.	CEC	2015	DBLP DOI BibTeX RDF
17	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul	Making EGO and CMA-ES Complementary for Global Optimization.	LION	2015	DBLP DOI BibTeX RDF
17	Oswin Krause, Tobias Glasmachers	A CMA-ES with Multiplicative Covariance Matrix Updates.	GECCO	2015	DBLP DOI BibTeX RDF
17	Youhei Akimoto, Anne Auger, Nikolaus Hansen	Continuous Optimization and CMA-ES.	GECCO (Companion)	2015	DBLP DOI BibTeX RDF
17	Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka	Injecting CMA-ES into MOEA/D.	GECCO	2015	DBLP DOI BibTeX RDF
17	Madalina M. Drugan	Efficient Real-Parameter Single Objective Optimizer Using Hierarchical CMA-ES Solvers.	EVOLVE	2015	DBLP DOI BibTeX RDF
17	Martin Pilát, Roman Neruda	Hypervolume-Based Surrogate Model for MO-CMA-ES.	ICTAI	2015	DBLP DOI BibTeX RDF
17	Zbynek Pitra, Lukás Bajer, Martin Holena	Comparing SVM, Gaussian Process and Random Forest Surrogate Models for the CMA-ES.	ITAT	2015	DBLP BibTeX RDF
17	Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer	Parameter Setting for Multicore CMA-ES with Large Populations.	Artificial Evolution	2015	DBLP DOI BibTeX RDF
17	Olivier Teytaud	Quasi-random Numbers Improve the CMA-ES on the BBOB Testbed.	Artificial Evolution	2015	DBLP DOI BibTeX RDF
17	Ilya Loshchilov	A Computationally Efficient Limited Memory CMA-ES for Large Scale Optimization.	CoRR	2014	DBLP BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag, Nikolaus Hansen	Maximum Likelihood-based Online Adaptation of Hyper-parameters in CMA-ES.	CoRR	2014	DBLP BibTeX RDF
17	Andrea Maesani, Dario Floreano	Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES.	PPSN	2014	DBLP DOI BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag, Nikolaus Hansen	Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES.	PPSN	2014	DBLP DOI BibTeX RDF
17	Maxim Buzdalov 0001, Sergey Knyazev, Yuri Porozov	Protein Conformation Motion Modeling Using Sep-CMA-ES.	ICMLA	2014	DBLP DOI BibTeX RDF
17	Amiram Moshaiov, Omer Abramovich	Is MO-CMA-ES superior to NSGA-II for the evolution of multi-objective neuro-controllers?	IEEE Congress on Evolutionary Computation	2014	DBLP DOI BibTeX RDF
17	Thomas Philip Runarsson	Asynchronous Parallel (1+1)-CMA-ES for Constrained Global Optimisation.	IJCCI (ECTA)	2014	DBLP DOI BibTeX RDF
17	Simon Konzett	A Generalization of the CMA-ES Algorithm for Functions with Matrix Input.	IJCCI (ECTA)	2014	DBLP DOI BibTeX RDF
17	Vinícius Veloso de Melo, Giovanni Iacca	A CMA-ES-based 2-stage memetic framework for solving constrained optimization problems.	FOCI	2014	DBLP DOI BibTeX RDF
17	Ilya Loshchilov	A computationally efficient limited memory CMA-ES for large scale optimization.	GECCO	2014	DBLP DOI BibTeX RDF
17	Nikolaus Hansen, Anne Auger	Evolution strategies and CMA-ES (covariance matrix adaptation).	GECCO (Companion)	2014	DBLP DOI BibTeX RDF
17	Sílvio Miguel Fragoso Rodrigues, Pavol Bauer, Peter A. N. Bosman	A novel population-based multi-objective CMA-ES and the impact of different constraint handling techniques.	GECCO	2014	DBLP DOI BibTeX RDF
17	Viet-Hong Tran, Anh-Tuan Pham, Vinh-Van Nguyen, Hoai-Xuan Nguyen, Huy-Quang Nguyen	Parameter Learning for Statistical Machine Translation Using CMA-ES.	KSE	2014	DBLP DOI BibTeX RDF
17	Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle	Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set.	Soft Comput.	2013	DBLP DOI BibTeX RDF
17	Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Lorenzo Picinali, Ernesto Mininno	A CMA-ES super-fit scheme for the re-sampled inheritance search.	IEEE Congress on Evolutionary Computation	2013	DBLP DOI BibTeX RDF
17	Ilya Loshchilov	CMA-ES with restarts for solving CEC 2013 benchmark problems.	IEEE Congress on Evolutionary Computation	2013	DBLP DOI BibTeX RDF
17	Rupam Kundu, Rohan Mukherjee 0001, Shantanab Debchoudhury, Swagatam Das, Ponnuthurai N. Suganthan, Thanos Vasilakos	Improved CMA-ES with Memory based Directed Individual Generation for Real Parameter Optimization.	IEEE Congress on Evolutionary Computation	2013	DBLP DOI BibTeX RDF
17	Anne Auger, Nikolaus Hansen	Tutorial CMA-ES: evolution strategies and covariance matrix adaptation.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Nowé	Solving satisfiability in fuzzy logics by mixing CMA-ES.	GECCO	2013	DBLP DOI BibTeX RDF
17	Tianjun Liao, Thomas Stützle	Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag	Bi-population CMA-ES agorithms with surrogate models and line searches.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Tianjun Liao, Thomas Stützle	Bounding the population size of IPOP-CMA-ES on the noiseless BBOB testbed.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Anne Auger, Dimo Brockhoff, Nikolaus Hansen	Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag	Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es).	GECCO	2013	DBLP DOI BibTeX RDF
17	Tianjun Liao, Thomas Stützle	Testing the impact of parameter tuning on a variant of IPOP-CMA-ES with a bounded maximum population size on the noiseless BBOB testbed.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Sílvio Miguel Fragoso Rodrigues, Pavol Bauer, Jan Pierik	Modular approach for the optimal wind turbine micro siting problem through CMA-ES algorithm.	GECCO (Companion)	2013	DBLP DOI BibTeX RDF
17	Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi	Theoretical Foundation for CMA-ES from Information Geometry Perspective.	Algorithmica	2012	DBLP DOI BibTeX RDF
17	Zyed Bouzarkouna, Didier Yu Ding, Anne Auger	Well Placement Optimization under Uncertainty with CMA-ES Using the Neighborhood	CoRR	2012	DBLP BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag	Alternative Restart Strategies for CMA-ES	CoRR	2012	DBLP BibTeX RDF
17	Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi	Theoretical foundation for CMA-ES from information geometric perspective	CoRR	2012	DBLP BibTeX RDF
17	Douglas Hakkarinen, Tracy Camp, Zizhong Chen, Allan Haas	Reduced Data Communication for Parallel CMA-ES for REACTS.	PDP	2012	DBLP DOI BibTeX RDF
17	Chun-Kit Au, Ho-fung Leung	An Empirical Comparison of CMA-ES in Dynamic Environments.	PPSN (1)	2012	DBLP DOI BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag	Alternative Restart Strategies for CMA-ES.	PPSN (1)	2012	DBLP DOI BibTeX RDF
17	Manuel López-Ibáñez 0001, Tianjun Liao, Thomas Stützle	On the Anytime Behavior of IPOP-CMA-ES.	PPSN (1)	2012	DBLP DOI BibTeX RDF
17	Chun-Kit Au, Ho-fung Leung	Eigenspace sampling in the mirrored variant of (1, λ)-CMA-ES.	IEEE Congress on Evolutionary Computation	2012	DBLP DOI BibTeX RDF
17	Anthony José da Cunha Carneiro Lins, Fernando Buarque de Lima Neto, François Fages, Carmelo J. A. Bastos Filho	A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems.	IDEAL	2012	DBLP DOI BibTeX RDF
17	Tim Brys, Ann Nowé	Improving Convergence of CMA-ES Through Structure-Driven Discrete Recombination.	AAAI	2012	DBLP DOI BibTeX RDF
17	Tom Schaul	Comparing natural evolution strategies to BIPOP-CMA-ES on noiseless and noisy black-box optimization testbeds.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
17	Anne Auger, Nikolaus Hansen	Tutorial CMA-ES: evolution strategies and covariance matrix adaptation.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
17	Dimo Brockhoff, Anne Auger, Nikolaus Hansen	On the impact of active covariance matrix adaptation in the CMA-ES with mirrored mutations and small initial population size on the noiseless BBOB testbed.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
17	Dimo Brockhoff, Anne Auger, Nikolaus Hansen	On the effect of mirroring in the IPOP active CMA-ES on the noiseless BBOB testbed.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
17	Dirk V. Arnold, Nikolaus Hansen	A (1+1)-CMA-ES for constrained optimisation.	GECCO	2012	DBLP DOI BibTeX RDF
17	Dimo Brockhoff, Anne Auger, Nikolaus Hansen	Comparing mirrored mutations and active covariance matrix adaptation in the IPOP-CMA-ES on the noiseless BBOB testbed.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
17	Dimo Brockhoff, Anne Auger, Nikolaus Hansen	On the impact of a small initial population size in the IPOP active CMA-ES with mirrored mutations on the noiseless BBOB testbed.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
17	Brendan Babb, Frank W. Moore, Shawn Aldridge, Michael R. Peterson	State-of-the-art lossy compression of Martian images via the CMA-ES evolution strategy.	Visual Information Processing and Communication	2012	DBLP DOI BibTeX RDF
17	Nikolaus Hansen	Injecting External Solutions Into CMA-ES	CoRR	2011	DBLP BibTeX RDF
17	Nikolaus Hansen, Raymond Ros, Nikolas Mauny, Marc Schoenauer, Anne Auger	Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems.	Appl. Soft Comput.	2011	DBLP DOI BibTeX RDF
17	Adriana Stan, Florin-Claudiu Pop, Marcel Cremene, Mircea Giurgiu, Denis Pallez	Interactive Intonation Optimisation Using CMA-ES and DCT Parameterisation of the F0 Contour for Speech Synthesis.	NICSO	2011	DBLP DOI BibTeX RDF
17	Johannes W. Kruisselbrink, Edgar Reehuis, André H. Deutz, Thomas Bäck, Michael Emmerich	Using the uncertainty handling CMA-ES for finding robust optima.	GECCO	2011	DBLP DOI BibTeX RDF
17	Nikolaus Hansen, Anne Auger	CMA-ES: evolution strategies and covariance matrix adaptation.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
17	Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle	Tuning parameters across mixed dimensional instances: a performance scalability study of Sep-G-CMA-ES.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
17	Zyed Bouzarkouna, Anne Auger, Didier Yu Ding	Local-meta-model CMA-ES for partially separable functions.	GECCO	2011	DBLP DOI BibTeX RDF
17	Ilya Loshchilov, Marc Schoenauer, Michèle Sebag	Not All Parents Are Equal for MO-CMA-ES.	EMO	2011	DBLP DOI BibTeX RDF
17	Sebastian Colutto, Florian Frühauf, Matthias Fuchs, Otmar Scherzer	The CMA-ES on Riemannian Manifolds to Reconstruct Shapes in 3-D Voxel Images.	IEEE Trans. Evol. Comput.	2010	DBLP DOI BibTeX RDF