... monte-carlo method // SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. ID: 8958279. 2019. P.690-694. ISBN (print): 9781728144016. DOI: 10.1109/SIBIRCON48586.2019.8958279 This paper deals with the computational efficiency related problem appearing in electric power systems adequacy assessment using Monte-Carlo method. When using this method, it is necessary to calculate the steady state for every state from a set of randomly generated states of ...
Теги: adequacy assessment , energy power system , machine learning , monte-carlo , computational efficiency , electric power systems , learning systems , nonlinear programming , computational experiment , effective approaches , non-linear optimiza... equivalent branches. To solve this problem, the original method proposed by the authors earlier is adapted. The proposed method was tested on an aggregated scheme of a real heat supply system. Computational experiments have shown the performance and computational efficiency compared with the methods proposed earlier. © The Authors, published by EDP Sciences, 2019. нет
Теги: computational efficiency , hydraulic equipment , pipelines , computational experiment , design scheme , fixed flow , heat sources , heat supply systems , pumping stations , single source , target functions , pro... programming method is proposed, which is designed to optimize the hydraulic modes of distribution heat networks, based on special properties of the problem. It is demonstrated that the proposed modification of the dynamic programming method has a high computational efficiency in comparison with possible alternative methods of discrete-continuous optimization. © 2018 The Authors, published by EDP Sciences. нет
Теги: computational efficiency , hydraulic equipment , pipelines , continuous optimization , dynamic programming methods , special properties , dynamic programming... Monte-Carlo method // Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017. ID: 8109871. P.201-205. ISBN (print): 9781538615966. DOI: 10.1109/SIBIRCON.2017.8109871 This paper deals with the computational efficiency related problem appearing in electric power systems adequacy assessment using Monte-Carlo method. To attack this problem the novel method is suggested to reduce number of random states to be analyzed. The machine learning methods ...
Теги: adequacy assessment , electric power systems , machine learning , monte carlo method , random forest , support vector machine , artificial intelligence , computational efficiency , decision trees , efficiency , learning systems , problem solving , support vector machZorkaltsev V.I., Perzhabinsky S.M., Stetsyuk P.I. Using the Interior Point Method to Find Normal Solutions to a System of Linear Algebraic Equations with Bilateral Constraints on Variables* // Cybernetics and Systems Analysis. Vol.51. No.6. 2015. P.896-904. DOI: 10.1007/s10559-015-9782-1 The authors consider primal interior point algorithms to find normal solutions to systems of linear equations with bilateral constraints on variables. Analyzing this problem and the methods of its solution is important...
Теги: algorithms , computation theory , computational efficiency , linear algebra , linear equations , linear programming , problem solving , bilateral constraints , computational algorithm , experimental analysis
