Zobrazeno 1 - 3
of 3
pro vyhledávání: '"CSA-ES"'
Autor:
Toure, Cheikh Saliou
Publikováno v:
Optimization and Control [math.OC]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAX070⟩
This work is dedicated to zero-order black-box optimization, where only a sequence of function evaluations is available for the update of the optimization algorithm. Evolutionary algorithms are commonly used to solve this type of problems. Among them
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5e9a19862b18538f7a9498675cc84eda
https://theses.hal.science/tel-03482011
https://theses.hal.science/tel-03482011
Publikováno v:
IEEE Congress on Evolutionary Computation
IEEE Congress on Evolutionary Computation, http://www.ieee-wcci2014.org/committees.htm, Jul 2014, Beijing, China
IEEE Congress on Evolutionary Computation, http://www.ieee-wcci2014.org/committees.htm, Jul 2014, Beijing, China
This paper analyses a $(1,\lambda)$-Evolution Strategy, a randomised comparison-based adaptive search algorithm, on a simple constraint optimisation problem. The algorithm uses resampling to handle the constraint and optimizes a linear function with
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::87fe52a8efb4bdb23b631b94cd682d14
https://hal.inria.fr/hal-00977379v2/document
https://hal.inria.fr/hal-00977379v2/document
Publikováno v:
[Research Report] Inria Saclay. 2012, pp.23
The CSA-ES is an Evolution Strategy with Cumulative Step size Adaptation, where the step size is adapted measuring the length of a so-called cumulative path. The cumulative path is a combination of the previous steps realized by the algorithm, where
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::b466c449349b2d58c5293ad0104c8d91
https://inria.hal.science/hal-00704903v2/file/cumulationonlinearfunctionppsn_technicalreport.pdf
https://inria.hal.science/hal-00704903v2/file/cumulationonlinearfunctionppsn_technicalreport.pdf