• 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