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....
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Format: | Article |
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Zhejiang University Press
2016-03-01
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Series: | Zhejiang Daxue xuebao. Lixue ban |
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Online Access: | https://doi.org/10.3785/j.issn.1008-9497.2016.02.005 |
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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. |
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issn | 1008-9497 |
language | zho |
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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 |
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