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Interval and Fuzzy Linear Programming (Demonstrated by Example)

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F07%3A00017196" target="_blank" >RIV/61989100:27510/07:00017196 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Interval and Fuzzy Linear Programming (Demonstrated by Example)

  • Original language description

    In this paper, the well known problem of linear programming (LP) with interval (ILP) and fuzzy coefficients (FLP) is investigated. Pessimistic and optimistic solution of ILP problem is defined and discussed. Then FLP problem with fuzzy inequality relations, fuzzy maximization and fuzzy constraints is investigated. Fuzzy coefficients are taken in the form of fuzzy intervals, particularly triangular fuzzy numbers. Arithmetic operations with fuzzy numbers are introduced and 2 types of inequality relationsbetween fuzzy numbers, particularly Pessimistic/Optimistic-inequality relations are investigated. Then a-feasible solution of FLP problem and a-optimal solution of FLP problem is considered. Other approaches are also mentioned and advantages/disadvantages of various approaches are discussed. The introduced concepts are demonstrated on simple examples solved by Excel-Solver and displayed by a graphical aid.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Others

  • Publication year

    2007

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    25th International Conference on Mathematical Methods in Economics

  • ISBN

    978-80-248-1457-5

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

  • Publisher name

    VŠB-TU Ostrava

  • Place of publication

    Ostrava

  • Event location

    Ostrava

  • Event date

    Sep 4, 2007

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article

    000262102500038