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/zh/article/doi/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-dcd56c13cdc74bc28e4f0954f48dbce7
institution Kabale University
issn 1000-0801
language zho
publishDate 2018-07-01
publisher Beijing Xintong Media Co., Ltd
record_format Article
series Dianxin kexue
spelling doaj-art-dcd56c13cdc74bc28e4f0954f48dbce72025-01-15T03:04:29ZzhoBeijing 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/zh/article/doi/10.11959/j.issn.1000-0801.2018144/intelligent optimization algorithmexploration and exploitationglobal search and local optimizationbenchmarking 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/zh/article/doi/10.11959/j.issn.1000-0801.2018144/
work_keys_str_mv AT anshixie intelligentoptimizationalgorithmbasedonbenchmarking