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Hybrid predictive control: Mono-objective and multi-objective design

Abstract:

The design of hybrid predictive control (HPC), which is based on both piecewise affine (PWA) models and hybrid fuzzy models, is described. For solving the nonlinear optimization problems resulting from these controllers, evolutionary algorithms are proposed, thereby demonstrating a reduction of computation effort in comparison with classical methods. Moreover, this chapter presents a new approach for dealing with HPC formulations using evolutionary multi-objective optimization. Different criteria are proposed to obtain an optimal control action from the Pareto front.

Año de publicación:

2013

Keywords:

    Fuente:

    scopusscopus

    Tipo de documento:

    Book Part

    Estado:

    Acceso restringido

    Áreas de conocimiento:

    • Sistema de control
    • Teoría de control

    Áreas temáticas de Dewey:

    • Métodos informáticos especiales
    Procesado con IAProcesado con IA

    Objetivos de Desarrollo Sostenible:

    • ODS 9: Industria, innovación e infraestructura
    • ODS 17: Alianzas para lograr los objetivos
    • ODS 4: Educación de calidad
    Procesado con IAProcesado con IA

    Contribuidores:

    Cortes C.E.Cortes C.E.
    Doris A. SaezDoris A. Saez
    Núñez A.A.Núñez A.A.