Building models based on environment with hybrid uncertainty

Junzo Watada

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)

    Abstract

    The objective of this paper is to build several models considering hybrid uncertain environment. First, fuzzy random variable is explained to deal with the models in hybrid uncertain environment. Second, using fuzzy random variables, linear regression model (FRRM) is formulated. Third, multi-attribute decision model (MADM) is built based on linear regression model. Finally, to study facility location problems in presence of a hybrid uncertain environment involving both randomness and fuzziness. A two-stage fuzzy random facility location model with recourse (FLMR) is developed in which both the demands and costs are assumed to be fuzzy random variables.

    Original languageEnglish
    Title of host publication2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011
    DOIs
    Publication statusPublished - 2011
    Event2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011 - Kuala Lumpur
    Duration: 2011 Apr 192011 Apr 21

    Other

    Other2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011
    CityKuala Lumpur
    Period11/4/1911/4/21

    Fingerprint

    Fuzzy Random Variable
    Model-based
    Linear Regression Model
    Uncertainty
    Random variables
    Location Model
    Facility Location
    Facility Location Problem
    Decision Model
    Fuzziness
    Hybrid Model
    Linear regression
    Randomness
    Attribute
    Costs
    Model

    ASJC Scopus subject areas

    • Control and Optimization
    • Modelling and Simulation

    Cite this

    Watada, J. (2011). Building models based on environment with hybrid uncertainty. In 2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011 [5775646] https://doi.org/10.1109/ICMSAO.2011.5775646

    Building models based on environment with hybrid uncertainty. / Watada, Junzo.

    2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011. 2011. 5775646.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Watada, J 2011, Building models based on environment with hybrid uncertainty. in 2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011., 5775646, 2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011, Kuala Lumpur, 11/4/19. https://doi.org/10.1109/ICMSAO.2011.5775646
    Watada J. Building models based on environment with hybrid uncertainty. In 2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011. 2011. 5775646 https://doi.org/10.1109/ICMSAO.2011.5775646
    Watada, Junzo. / Building models based on environment with hybrid uncertainty. 2011 4th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2011. 2011.
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