Resolving the Manufacturing Cell Design Problem Using the Flower Pollination Algorithm

被引：2

作者：

Soto, Ricardo ^{[1
]}

Crawford, Broderick ^{[1
]}

Olivares, Rodrigo ^{[1
,2
]}

De Conti, Michele ^{[1
]}

Rubio, Ronald ^{[1
]}

Almonacid, Boris ^{[1
]}

Niklander, Stefanie ^{[3
]}

机构：

[1] Pontificia Univ Catolica Valparaiso, Valparaiso, Chile

[2] Univ Valparaiso, Valparaiso, Chile

[3] Univ Adolfo Ibanez, Vina Del Mar, Chile

来源：

MULTI-DISCIPLINARY TRENDS IN ARTIFICIAL INTELLIGENCE, (MIWAI 2016) | 2016年 / 10053卷

关键词：

Manufacturing cell design problem; Flower pollination algorithm; Metaheuristics; Optimization; CLUSTERING-ALGORITHM;

D O I：

10.1007/978-3-319-49397-8_16

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The Manufacturing cell design problem focuses on the creation of an optimal distribution of the machinery on a productive plant, through the creation of highly independent cells where the parts of certain products are processed. The main objective is to reduce the movements between this cells, decreasing production times, costs and getting other advantages. To find solutions to this problem, in this paper, the usage of the Flower Pollination Algorithm is proposed, which is one of the many nature-based algorithms, which in this case is inspired in the Pollination of the flowers, and has shown great capacities in the resolution of complex problems. Experimental results are shown, with 90 instances taken from Boctor's experiments, where the optimum is achieved in all them.

引用

页码：184 / 195

页数：12

共 50 条

[41] Solving Sensor Ontology Metamatching Problem with Compact Flower Pollination Algorithm
Lian, Wenwu
Fu, Lingling
Niu, Xishuan
Feng, Junhong
Wang, Jian-Hong
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
[42] Discrete Flower Pollination Algorithm for Solving the Symmetric Travelling Salesman Problem
Strange, Ryan
Yang, Alice Yi
Cheng, Ling
2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 2130 - 2137
[43] On the efficiency of the binary flower pollination algorithm: Application on the antenna positioning problem
Dahi, Zakaria Abd El Moiz
Mezioud, Chaker
Draa, Amer
APPLIED SOFT COMPUTING, 2016, 47 : 395 - 414
[44] Discrete greedy flower pollination algorithm for spherical traveling salesman problem
Zhou, Yongquan
Wang, Rui
Zhao, Chengyan
Luo, Qifang
Metwally, Mohamed A.
NEURAL COMPUTING & APPLICATIONS, 2019, 31 (07): : 2155 - 2170
[45] An Imperialist Competitive Algorithm to Solve the Manufacturing Cell Design Problem
Soto, Ricardo
Crawford, Broderick
Olivares, Rodrigo
Ortega, Hector
Almonacid, Boris
APPLIED COMPUTATIONAL INTELLIGENCE AND MATHEMATICAL METHODS: COMPUTATIONAL METHODS IN SYSTEMS AND SOFTWARE 2017, VOL. 2, 2018, 662 : 102 - 113
[46] A Harmony Search Algorithm to Solve the Manufacturing Cell Design Problem
Soto, Ricardo
Crawford, Broderick
Olivares, Rodrigo
Escarate, Felipe
CYBERNETICS APPROACHES IN INTELLIGENT SYSTEMS: COMPUTATIONAL METHODS IN SYSTEMS AND SOFTWARE 2017, VOL. 1, 2018, 661 : 20 - 30
[47] Cognitive decision engine design for cognitive radio networks using gravitational search algorithm and flower pollination algorithm
Benmammar, Badr
INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2022, 15 (02) : 116 - 126
[48] Controller design using time-domain objective functions through flower pollination algorithm
Horng, Huey-Yang (hyhorng@isu.edu.tw), 1600, ICIC Express Letters Office (10):
[49] Solving Inverse Problem for Markov Chain Model of Customer Lifetime Value Using Flower Pollination Algorithm
Al-Ma'shumah, Fathimah
Permana, Dony
Sidarto, Kuntjoro Adji
1ST INTERNATIONAL CONFERENCE ON ACTUARIAL SCIENCE AND STATISTICS (ICASS 2014), 2015, 1692
[50] Sizing optimization of truss structures using flower pollination algorithm
Bekdas, Gebrail
Nigdeli, Sinan Melih
Yang, Xin-She
APPLIED SOFT COMPUTING, 2015, 37 : 322 - 331

← 1 2 3 4 5 →