Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)

折线Mamdnai模糊系统是基于折线模糊数的线性运算构造的系统模型,其主要特点是前件模糊集及后件中心连接权均取值于由有限个有序点决定的折线模糊数.依据折线模糊规则建立了折线Mamdnai模糊系统模型,进而基于适应度函数、荧光素和决策半径设计了该系统权值参数的萤火虫优化算法,以优化该系统的后件中心连接权参数.最后,通过一个双输入单输出仿真实例,验证了该萤火虫优化算法的有效性....

Full description

Bibliographic Details
Main Authors: SUOChunfeng(索春凤), WANGGuijun(王贵君)
Format: Article
Language:zho
Published: Zhejiang University Press 2016-03-01
Series:Zhejiang Daxue xuebao. Lixue ban
Subjects:
Online Access:https://doi.org/10.3785/j.issn.1008-9497.2016.02.005
_version_ 1797235777890942976
author SUOChunfeng(索春凤)
WANGGuijun(王贵君)
author_facet SUOChunfeng(索春凤)
WANGGuijun(王贵君)
author_sort SUOChunfeng(索春凤)
collection DOAJ
description 折线Mamdnai模糊系统是基于折线模糊数的线性运算构造的系统模型,其主要特点是前件模糊集及后件中心连接权均取值于由有限个有序点决定的折线模糊数.依据折线模糊规则建立了折线Mamdnai模糊系统模型,进而基于适应度函数、荧光素和决策半径设计了该系统权值参数的萤火虫优化算法,以优化该系统的后件中心连接权参数.最后,通过一个双输入单输出仿真实例,验证了该萤火虫优化算法的有效性.
first_indexed 2024-04-24T16:53:21Z
format Article
id doaj.art-32e5b9818b1f46998d6c6c0b820471f9
institution Directory Open Access Journal
issn 1008-9497
language zho
last_indexed 2024-04-24T16:53:21Z
publishDate 2016-03-01
publisher Zhejiang University Press
record_format Article
series Zhejiang Daxue xuebao. Lixue ban
spelling doaj.art-32e5b9818b1f46998d6c6c0b820471f92024-03-29T01:58:35ZzhoZhejiang University PressZhejiang Daxue xuebao. Lixue ban1008-94972016-03-0143214915510.3785/j.issn.1008-9497.2016.02.005Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)SUOChunfeng(索春凤)0https://orcid.org/0000-0001-7082-8151WANGGuijun(王贵君)1School of Mathematics Sciences, Tianjin Normal University, Tianjin 300387, China(天津师范大学数学科学学院,天津 300387)School of Mathematics Sciences, Tianjin Normal University, Tianjin 300387, China(天津师范大学数学科学学院,天津 300387)折线Mamdnai模糊系统是基于折线模糊数的线性运算构造的系统模型,其主要特点是前件模糊集及后件中心连接权均取值于由有限个有序点决定的折线模糊数.依据折线模糊规则建立了折线Mamdnai模糊系统模型,进而基于适应度函数、荧光素和决策半径设计了该系统权值参数的萤火虫优化算法,以优化该系统的后件中心连接权参数.最后,通过一个双输入单输出仿真实例,验证了该萤火虫优化算法的有效性.https://doi.org/10.3785/j.issn.1008-9497.2016.02.005折线模糊数折线mamdnai模糊系统后件中心连接权萤火虫优化算法
spellingShingle SUOChunfeng(索春凤)
WANGGuijun(王贵君)
Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)
Zhejiang Daxue xuebao. Lixue ban
折线模糊数
折线mamdnai模糊系统
后件中心连接权
萤火虫优化算法
title Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)
title_full Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)
title_fullStr Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)
title_full_unstemmed Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)
title_short Polygonal Mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters(折线Mamdnai模糊系统及其权值参数的萤火虫优化算法)
title_sort polygonal mamdnai fuzzy system and the firefly optimization algorithm of its weight parameters 折线mamdnai模糊系统及其权值参数的萤火虫优化算法
topic 折线模糊数
折线mamdnai模糊系统
后件中心连接权
萤火虫优化算法
url https://doi.org/10.3785/j.issn.1008-9497.2016.02.005
work_keys_str_mv AT suochunfengsuǒchūnfèng polygonalmamdnaifuzzysystemandthefireflyoptimizationalgorithmofitsweightparameterszhéxiànmamdnaimóhúxìtǒngjíqíquánzhícānshùdeyínghuǒchóngyōuhuàsuànfǎ
AT wangguijunwángguìjūn polygonalmamdnaifuzzysystemandthefireflyoptimizationalgorithmofitsweightparameterszhéxiànmamdnaimóhúxìtǒngjíqíquánzhícānshùdeyínghuǒchóngyōuhuàsuànfǎ