DocumentCode :
553036
Title :
Fuzzy crop production planning expected value model with credibility constraints
Author :
Guo-Qiang Yuan ; Yu-hui Liu ; Can Cao
Author_Institution :
Fundamental Dept., Hebei Finance Univ., Baoding, China
Volume :
1
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
630
Lastpage :
634
Abstract :
Based on credibility theory, this paper firstly constructs a new type of fuzzy crop production planning expected value model with credibility constraints, in which the production profit and the man-power coefficients are uncertain and assumed to be characterized by fuzzy variables with known possibility distributions. Then we discuss some basic properties with respect to the objective function and credibility constraints. Regarding the proposed fuzzy crop production planning problem, we can rarely solve it directly using the classical optimization algorithms. But in some special cases, we can transform the objective function and the credibility constraints into the equivalent linear form via some theoretical methods. After that, we can solve this fuzzy crop production planning optimization problem by some classical algorithms. Finally, we consider a practical crop production planning example and solve it by Lingo software.
Keywords :
crops; fuzzy set theory; optimisation; production planning; profitability; value engineering; Lingo software; credibility constraints; fuzzy crop production planning expected value model; fuzzy variables; man-power coefficients; objective function; optimization algorithms; production profit; Agriculture; Fuzzy sets; Optimization; Production planning; Programming; Software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
Type :
conf
DOI :
10.1109/FSKD.2011.6019531
Filename :
6019531
Link To Document :
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