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Dealing with uncertainty by Fuzzy evaluation and robust optimization

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41110%2F21%3A88435" target="_blank" >RIV/60460709:41110/21:88435 - isvavai.cz</a>

  • Result on the web

    <a href="https://mme2021.v2.czu.cz/en/r-16791-news-mme-2021/proceedings-of-the-39-th-international-conference-on-mme-202.html" target="_blank" >https://mme2021.v2.czu.cz/en/r-16791-news-mme-2021/proceedings-of-the-39-th-international-conference-on-mme-202.html</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Dealing with uncertainty by Fuzzy evaluation and robust optimization

  • Original language description

    The paper addresses the issue of an emergency supply routes planning in an area affected by an unexpected disaster event. Such event can have extensive harmful effects on the availability of the traffic infrastructure, which is a crucial part of any emergency delivery planning. By the nature of the matter, emergency supply routes planning must cope with a great presence of uncertainty in many aspects. It is demonstrated in this work how the fuzzy evaluation and linear robust optimization can be used to handle the uncertainty and plan emergency supply routes. The fuzzy evaluation is used to describe the consequences of a disaster event on routes. The fuzzy evaluation is based on fuzzy linguistic scales, that allows the decision-maker to use vague terms to describe the current situation and create a relevant uncertainty set later used by the robust optimization model for the route planning itself. The robust optimization model is based on robustified shortest path problem. The present-ed approach is de

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2021

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 39th International Conference on Mathematical Methods in Economics

  • ISBN

    978-80-213-3126-6

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    423-428

  • Publisher name

    Czech University of Life Sciences Prague

  • Place of publication

    Prague

  • Event location

    Czech University of Life Sciences Prague

  • Event date

    Sep 8, 2021

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article