Intelligent optimization algorithm based on benchmarking

Many of the issues in scientific research,engineeringand management can be transformed into optimization problems.The various methods applied to these problems were a variety of models.Designing different methods was designing different models.The theme was to model the benchmarking philosophy in bu...

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Main Author: Anshi XIE
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2018-07-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2018144
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author Anshi XIE
author_facet Anshi XIE
author_sort Anshi XIE
collection DOAJ
description Many of the issues in scientific research,engineeringand management can be transformed into optimization problems.The various methods applied to these problems were a variety of models.Designing different methods was designing different models.The theme was to model the benchmarking philosophy in business management as a meta-heuristic search method for single objective bound-constrained real-parameter optimization problems.According to the principle of Occam’s Razor,many complicated operators and their probability tuning rules were abandoned and a simple framework was used to organize the core operators to achieve the effect of many composition algorithms.
format Article
id doaj-art-b0bf075ed7d44c86bbcd650042633a15
institution OA Journals
issn 1000-0801
language zho
publishDate 2018-07-01
publisher Beijing Xintong Media Co., Ltd
record_format Article
series Dianxin kexue
spelling doaj-art-b0bf075ed7d44c86bbcd650042633a152025-08-20T02:09:12ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012018-07-01349210159594943Intelligent optimization algorithm based on benchmarkingAnshi XIEMany of the issues in scientific research,engineeringand management can be transformed into optimization problems.The various methods applied to these problems were a variety of models.Designing different methods was designing different models.The theme was to model the benchmarking philosophy in business management as a meta-heuristic search method for single objective bound-constrained real-parameter optimization problems.According to the principle of Occam’s Razor,many complicated operators and their probability tuning rules were abandoned and a simple framework was used to organize the core operators to achieve the effect of many composition algorithms.http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2018144intelligent optimization algorithm;exploration and exploitation;global search and local optimization;benchmarking management
spellingShingle Anshi XIE
Intelligent optimization algorithm based on benchmarking
Dianxin kexue
intelligent optimization algorithm;exploration and exploitation;global search and local optimization;benchmarking management
title Intelligent optimization algorithm based on benchmarking
title_full Intelligent optimization algorithm based on benchmarking
title_fullStr Intelligent optimization algorithm based on benchmarking
title_full_unstemmed Intelligent optimization algorithm based on benchmarking
title_short Intelligent optimization algorithm based on benchmarking
title_sort intelligent optimization algorithm based on benchmarking
topic intelligent optimization algorithm;exploration and exploitation;global search and local optimization;benchmarking management
url http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2018144
work_keys_str_mv AT anshixie intelligentoptimizationalgorithmbasedonbenchmarking