Tesis doctorals> Departament d'Enginyeria Química

Contribution to the development of efficient algorithms for solving complex single-objective and multi-objective optimization models

  • Identification data

    Identifier: TDX:1427
    Handle: https://hdl.handle.net/20.500.11797/TDX1427
    Authors:
    Copado Méndez, Pedro Jesús
    Abstract:
    Optimization has become a major area in process systems engineering. It has evolved from a methodology of academic interest into a technology that has and continues to make significant impact in industry. In this thesis we have focused on development of tools based on two standard optimization methods: mathematical programming and metaheuristics. The objectives of this thesis are: firstly, the development of a hybrid metaheuristic for optimizing the design of supply chains, single objective (cost or benefit), where all parameters are known previously; secondly, the development of an effective algorithm for objective reduction facilitating the resolution of multi-objective problems; and finally, we improved the epsilon-constraint algorithm in multi-objective optimization. All the algorithms presented have been assessed with the methods established in the literature.

  • Others:

    Date: 2014-10-17
    Departament/Institute: Departament d'Enginyeria Química Universitat Rovira i Virgili.
    Language: eng
    Identifier: http://hdl.handle.net/10803/284089
    Source: TDX (Tesis Doctorals en Xarxa)
    Author: Copado Méndez, Pedro Jesús
    Director: Jiménez, Laureano Guillén Gosálbez, Gonzalo
    Format: application/pdf 294 p.
    Publisher: Universitat Rovira i Virgili
    Keywords: objective reduction hypervolume metaheuristics reducción de objetivos hypervolumen metaheuristicas reducció d'objectius hypervolumen metaheuristiques MOO
    Title: Contribution to the development of efficient algorithms for solving complex single-objective and multi-objective optimization models
    Subject: 66 - Enginyeria, tecnologia i indústria química. Metal·lúrgia 504 - Ciències del medi ambient 004 - Informàtica 0 - Generalitats

  • Keywords:

    66 - Enginyeria, tecnologia i indústria química. Metal·lúrgia
    504 - Ciències del medi ambient
    004 - Informàtica
    0 - Generalitats

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