DocumentCode
2313876
Title
Inventory optimisation with an Interval Type-2 Fuzzy model
Author
Miller, Simon ; Gongora, Mario ; John, Robert
Author_Institution
Centre for Comput. Intell., De Montfort Univ., Leicester, UK
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
7
Abstract
The planning of resources within a supply chain can prove to be a deciding factor in the success or failure of an operation. This research continues the authors´ previous work using an extended Interval Type-2 Fuzzy Logic supply chain model, with an Evolutionary Algorithm to search for good resource plans. A set of enhanced experiments is conducted to validate our novel approach with optimal configurations, and determine an appropriate Evolutionary Algorithm set up for the given problem.
Keywords
evolutionary computation; fuzzy set theory; inventory management; optimisation; supply chain management; evolutionary algorithm; extended interval type-2 fuzzy logic supply chain model; inventory optimisation; resource planning; Fuzzy logic; Fuzzy sets; Optimization; Planning; Supply chains; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location
Barcelona
ISSN
1098-7584
Print_ISBN
978-1-4244-6919-2
Type
conf
DOI
10.1109/FUZZY.2010.5584774
Filename
5584774
Link To Document