Evolution strategy (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Evolution strategy" in English language version.

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22doi.org

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8worldcat.org

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4springer.com

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3sciencedirect.com

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3arxiv.org

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3mit.edu

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2nih.gov

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2acm.org

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2researchgate.net

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1epfl.ch

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1handle.net

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acm.org

dl.acm.org

Wierstra, Daan; Schaul, Tom; Glasmachers, Tobias; Sun, Yi; Peters, Jan; Schmidhuber, Jürgen (1 January 2014). "Natural evolution strategies". J. Mach. Learn. Res. 15 (1): 949–980. ISSN 1532-4435.
Glasmachers, Tobias; Schaul, Tom; Yi, Sun; Wierstra, Daan; Schmidhuber, Jürgen (7 July 2010). "Exponential natural evolution strategies". Proceedings of the 12th annual conference on Genetic and evolutionary computation (PDF). Association for Computing Machinery. pp. 393–400. doi:10.1145/1830483.1830557. ISBN 978-1-4503-0072-8.

arxiv.org

Loshchilov, Ilya (12 July 2014). "A computationally efficient limited memory CMA-ES for large scale optimization". Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation. Association for Computing Machinery. pp. 397–404. arXiv:1404.5520. doi:10.1145/2576768.2598294. ISBN 978-1-4503-2662-9.
Akimoto, Youhei; Auger, Anne; Hansen, Nikolaus (6 September 2020). "Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions". Theoretical Computer Science. 832: 42–67. arXiv:1608.04813. doi:10.1016/j.tcs.2018.05.015. ISSN 0304-3975.
Shir, Ofer M.; Yehudayoff, Amir (January 2020). "On the covariance-Hessian relation in evolution strategies". Theoretical Computer Science. 801: 157–174. arXiv:1806.03674. doi:10.1016/j.tcs.2019.09.002.

doi.org

Slowik, Adam; Kwasnicka, Halina (1 August 2020). "Evolutionary algorithms and their applications to engineering problems". Neural Computing and Applications. 32 (16): 12363–12379. doi:10.1007/s00521-020-04832-8. ISSN 1433-3058.
Alrashdi, Zaid; Sayyafzadeh, Mohammad (1 June 2019). "(μ+λ) Evolution strategy algorithm in well placement, trajectory, control and joint optimisation". Journal of Petroleum Science and Engineering. 177: 1042–1058. doi:10.1016/j.petrol.2019.02.047. ISSN 0920-4105.
Vent, W. (January 1975). "Rechenberg, Ingo, Evolutionsstrategie — Optimierung technischer Systeme nach Prinzipien der biologischen Evolution. 170 S. mit 36 Abb. Frommann-Holzboog-Verlag. Stuttgart 1973. Broschiert". Feddes Repertorium. 86 (5): 337. doi:10.1002/fedr.19750860506.
Ostermeier, Andreas; Gawelczyk, Andreas; Hansen, Nikolaus (December 1994). "A Derandomized Approach to Self-Adaptation of Evolution Strategies". Evolutionary Computation. 2 (4): 369–380. doi:10.1162/evco.1994.2.4.369.
Ostermeier, Andreas; Gawelczyk, Andreas; Hansen, Nikolaus (1994). "Step-size adaptation based on non-local use of selection information". Parallel Problem Solving from Nature — PPSN III. Lecture Notes in Computer Science. Vol. 866. Springer. pp. 189–198. doi:10.1007/3-540-58484-6_263. ISBN 978-3-540-58484-1.
Hansen, Nikolaus; Ostermeier, Andreas (June 2001). "Completely Derandomized Self-Adaptation in Evolution Strategies". Evolutionary Computation. 9 (2): 159–195. doi:10.1162/106365601750190398. PMID 11382355.
Arnold, Dirk V. (28 August 2006). "Weighted multirecombination evolution strategies". Theoretical Computer Science. 361 (1): 18–37. doi:10.1016/j.tcs.2006.04.003. ISSN 0304-3975.
Jung, Jason J.; Jo, Geun-Sik; Yeo, Seong-Won (2007). "Meta-evolution Strategy to Focused Crawling on Semantic Web". Artificial Neural Networks – ICANN 2007. Lecture Notes in Computer Science. Vol. 4669. Springer. pp. 399–407. doi:10.1007/978-3-540-74695-9_41. ISBN 978-3-540-74693-5.
Glasmachers, Tobias; Schaul, Tom; Yi, Sun; Wierstra, Daan; Schmidhuber, Jürgen (7 July 2010). "Exponential natural evolution strategies". Proceedings of the 12th annual conference on Genetic and evolutionary computation (PDF). Association for Computing Machinery. pp. 393–400. doi:10.1145/1830483.1830557. ISBN 978-1-4503-0072-8.
Loshchilov, Ilya (12 July 2014). "A computationally efficient limited memory CMA-ES for large scale optimization". Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation. Association for Computing Machinery. pp. 397–404. arXiv:1404.5520. doi:10.1145/2576768.2598294. ISBN 978-1-4503-2662-9.
Liaw, Rung-Tzuo; Ting, Chuan-Kang (July 2016). "Enhancing covariance matrix adaptation evolution strategy through fitness inheritance". 2016 IEEE Congress on Evolutionary Computation (CEC): 1956–1963. doi:10.1109/CEC.2016.7744027. ISBN 978-1-5090-0623-6.
Ahrari, Ali; Deb, Kalyanmoy; Preuss, Mike (September 2017). "Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations". Evolutionary Computation. 25 (3): 439–471. doi:10.1162/evco_a_00182. hdl:1887/76707. PMID 27070282.
Beyer, Hans-Georg; Sendhoff, Bernhard (October 2017). "Simplify Your Covariance Matrix Adaptation Evolution Strategy". IEEE Transactions on Evolutionary Computation. 21 (5): 746–759. doi:10.1109/TEVC.2017.2680320.
Akimoto, Youhei; Auger, Anne; Hansen, Nikolaus (6 September 2020). "Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions". Theoretical Computer Science. 832: 42–67. arXiv:1608.04813. doi:10.1016/j.tcs.2018.05.015. ISSN 0304-3975.
Bäck, Thomas; Schwefel, Hans-Paul (1993). "An Overview of Evolutionary Algorithms for Parameter Optimization". Evolutionary Computation. 1 (1): 1–23. doi:10.1162/evco.1993.1.1.1. ISSN 1063-6560.
Schwefel, Hans-Paul; Rudolph, Günter; Bäck, Thomas (1995), Morán, Frederico; Moreno, Alvaro; Merelo, J.J.; Chacón, Pablo (eds.), "Contemporary Evolution Strategies", Proceedings of the Third European Conference on Advances in Artificial Life, Berlin, Heidelberg: Springer, pp. 893–907, doi:10.1007/3-540-59496-5_351, ISBN 978-3-540-59496-3
Coelho, V. N.; Coelho, I. M.; Souza, M. J. F.; Oliveira, T. A.; Cota, L. P.; Haddad, M. N.; Mladenovic, N.; Silva, R. C. P.; Guimarães, F. G. (2016). "Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems". Evolutionary Computation. 24 (4): 637–666. doi:10.1162/EVCO_a_00187. ISSN 1063-6560.
Hansen, Nikolaus; Ostermeier, Andreas (2001). "Completely Derandomized Self-Adaptation in Evolution Strategies". Evolutionary Computation. 9 (2): 159–195. doi:10.1162/106365601750190398. ISSN 1063-6560.
Hansen, Nikolaus; Kern, Stefan (2004), Yao, Xin; Burke, Edmund K.; Lozano, José A.; Smith, Jim (eds.), "Evaluating the CMA Evolution Strategy on Multimodal Test Functions", Parallel Problem Solving from Nature - PPSN VIII, vol. 3242, Berlin, Heidelberg: Springer, pp. 282–291, doi:10.1007/978-3-540-30217-9_29, ISBN 978-3-540-23092-2
Auger, Anne (April 2005). "Convergence results for the ( 1 , λ ) -SA-ES using the theory of ϕ -irreducible Markov chains". Theoretical Computer Science. 334 (1–3): 35–69. doi:10.1016/j.tcs.2004.11.017.
Jägersküpper, Jens (August 2006). "How the (1+1) ES using isotropic mutations minimizes positive definite quadratic forms". Theoretical Computer Science. 361 (1): 38–56. doi:10.1016/j.tcs.2006.04.004.
Shir, Ofer M.; Yehudayoff, Amir (January 2020). "On the covariance-Hessian relation in evolution strategies". Theoretical Computer Science. 801: 157–174. arXiv:1806.03674. doi:10.1016/j.tcs.2019.09.002.

epfl.ch

infoscience.epfl.ch

Glasmachers, Tobias; Schaul, Tom; Yi, Sun; Wierstra, Daan; Schmidhuber, Jürgen (7 July 2010). "Exponential natural evolution strategies". Proceedings of the 12th annual conference on Genetic and evolutionary computation (PDF). Association for Computing Machinery. pp. 393–400. doi:10.1145/1830483.1830557. ISBN 978-1-4503-0072-8.

handle.net

hdl.handle.net

Ahrari, Ali; Deb, Kalyanmoy; Preuss, Mike (September 2017). "Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations". Evolutionary Computation. 25 (3): 439–471. doi:10.1162/evco_a_00182. hdl:1887/76707. PMID 27070282.

mit.edu

direct.mit.edu

Bäck, Thomas; Schwefel, Hans-Paul (1993). "An Overview of Evolutionary Algorithms for Parameter Optimization". Evolutionary Computation. 1 (1): 1–23. doi:10.1162/evco.1993.1.1.1. ISSN 1063-6560.
Coelho, V. N.; Coelho, I. M.; Souza, M. J. F.; Oliveira, T. A.; Cota, L. P.; Haddad, M. N.; Mladenovic, N.; Silva, R. C. P.; Guimarães, F. G. (2016). "Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems". Evolutionary Computation. 24 (4): 637–666. doi:10.1162/EVCO_a_00187. ISSN 1063-6560.
Hansen, Nikolaus; Ostermeier, Andreas (2001). "Completely Derandomized Self-Adaptation in Evolution Strategies". Evolutionary Computation. 9 (2): 159–195. doi:10.1162/106365601750190398. ISSN 1063-6560.

nih.gov

pubmed.ncbi.nlm.nih.gov

Hansen, Nikolaus; Ostermeier, Andreas (June 2001). "Completely Derandomized Self-Adaptation in Evolution Strategies". Evolutionary Computation. 9 (2): 159–195. doi:10.1162/106365601750190398. PMID 11382355.
Ahrari, Ali; Deb, Kalyanmoy; Preuss, Mike (September 2017). "Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations". Evolutionary Computation. 25 (3): 439–471. doi:10.1162/evco_a_00182. hdl:1887/76707. PMID 27070282.

researchgate.net

Schwefel, Hans-Paul (1995). Evolution and Optimum Seeking. Sixth-generation computer technology series. New York: Wiley. ISBN 978-0-471-57148-3.
Schwefel, Hans-Paul; Rudolph, Günter; Bäck, Thomas (1995), Morán, Frederico; Moreno, Alvaro; Merelo, J.J.; Chacón, Pablo (eds.), "Contemporary Evolution Strategies", Proceedings of the Third European Conference on Advances in Artificial Life, Berlin, Heidelberg: Springer, pp. 893–907, doi:10.1007/3-540-59496-5_351, ISBN 978-3-540-59496-3

sciencedirect.com

Alrashdi, Zaid; Sayyafzadeh, Mohammad (1 June 2019). "(μ+λ) Evolution strategy algorithm in well placement, trajectory, control and joint optimisation". Journal of Petroleum Science and Engineering. 177: 1042–1058. doi:10.1016/j.petrol.2019.02.047. ISSN 0920-4105.
Arnold, Dirk V. (28 August 2006). "Weighted multirecombination evolution strategies". Theoretical Computer Science. 361 (1): 18–37. doi:10.1016/j.tcs.2006.04.003. ISSN 0304-3975.
Akimoto, Youhei; Auger, Anne; Hansen, Nikolaus (6 September 2020). "Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions". Theoretical Computer Science. 832: 42–67. arXiv:1608.04813. doi:10.1016/j.tcs.2018.05.015. ISSN 0304-3975.

springer.com

link.springer.com

Slowik, Adam; Kwasnicka, Halina (1 August 2020). "Evolutionary algorithms and their applications to engineering problems". Neural Computing and Applications. 32 (16): 12363–12379. doi:10.1007/s00521-020-04832-8. ISSN 1433-3058.
Ostermeier, Andreas; Gawelczyk, Andreas; Hansen, Nikolaus (1994). "Step-size adaptation based on non-local use of selection information". Parallel Problem Solving from Nature — PPSN III. Lecture Notes in Computer Science. Vol. 866. Springer. pp. 189–198. doi:10.1007/3-540-58484-6_263. ISBN 978-3-540-58484-1.
Jung, Jason J.; Jo, Geun-Sik; Yeo, Seong-Won (2007). "Meta-evolution Strategy to Focused Crawling on Semantic Web". Artificial Neural Networks – ICANN 2007. Lecture Notes in Computer Science. Vol. 4669. Springer. pp. 399–407. doi:10.1007/978-3-540-74695-9_41. ISBN 978-3-540-74693-5.
Hansen, Nikolaus; Kern, Stefan (2004), Yao, Xin; Burke, Edmund K.; Lozano, José A.; Smith, Jim (eds.), "Evaluating the CMA Evolution Strategy on Multimodal Test Functions", Parallel Problem Solving from Nature - PPSN VIII, vol. 3242, Berlin, Heidelberg: Springer, pp. 282–291, doi:10.1007/978-3-540-30217-9_29, ISBN 978-3-540-23092-2

worldcat.org

search.worldcat.org

Slowik, Adam; Kwasnicka, Halina (1 August 2020). "Evolutionary algorithms and their applications to engineering problems". Neural Computing and Applications. 32 (16): 12363–12379. doi:10.1007/s00521-020-04832-8. ISSN 1433-3058.
Alrashdi, Zaid; Sayyafzadeh, Mohammad (1 June 2019). "(μ+λ) Evolution strategy algorithm in well placement, trajectory, control and joint optimisation". Journal of Petroleum Science and Engineering. 177: 1042–1058. doi:10.1016/j.petrol.2019.02.047. ISSN 0920-4105.
Arnold, Dirk V. (28 August 2006). "Weighted multirecombination evolution strategies". Theoretical Computer Science. 361 (1): 18–37. doi:10.1016/j.tcs.2006.04.003. ISSN 0304-3975.
Wierstra, Daan; Schaul, Tom; Glasmachers, Tobias; Sun, Yi; Peters, Jan; Schmidhuber, Jürgen (1 January 2014). "Natural evolution strategies". J. Mach. Learn. Res. 15 (1): 949–980. ISSN 1532-4435.
Akimoto, Youhei; Auger, Anne; Hansen, Nikolaus (6 September 2020). "Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions". Theoretical Computer Science. 832: 42–67. arXiv:1608.04813. doi:10.1016/j.tcs.2018.05.015. ISSN 0304-3975.
Bäck, Thomas; Schwefel, Hans-Paul (1993). "An Overview of Evolutionary Algorithms for Parameter Optimization". Evolutionary Computation. 1 (1): 1–23. doi:10.1162/evco.1993.1.1.1. ISSN 1063-6560.
Coelho, V. N.; Coelho, I. M.; Souza, M. J. F.; Oliveira, T. A.; Cota, L. P.; Haddad, M. N.; Mladenovic, N.; Silva, R. C. P.; Guimarães, F. G. (2016). "Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems". Evolutionary Computation. 24 (4): 637–666. doi:10.1162/EVCO_a_00187. ISSN 1063-6560.
Hansen, Nikolaus; Ostermeier, Andreas (2001). "Completely Derandomized Self-Adaptation in Evolution Strategies". Evolutionary Computation. 9 (2): 159–195. doi:10.1162/106365601750190398. ISSN 1063-6560.