Mesh Dependence In Pde-constrained Optimisation

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    Mesh Dependence in PDE-Constrained Optimisation
    An Application in Tidal Turbine Array Layouts
    By: Tobias Schwedes; David A. Ham; Simon W. Funke; Matthew D. Piggott
    Publisher:
    Springer
    Print ISBN: 9783319594828, 3319594826
    eText ISBN: 9783319594835, 3319594834
    Copyright year: 2017
    Format: PDF
    Available from $ 69.99 USD
    SKU 9783319594835
    This book provides an introduction to PDE-constrained optimisation using finite elements and the adjoint approach. The practical impact of the mathematical insights presented here are demonstrated using the realistic scenario of the optimal placement of marine power turbines, thereby illustrating the real-world relevance of best-practice Hilbert space aware approaches to PDE-constrained optimisation problems. Many optimisation problems that arise in a real-world context are constrained by partial differential equations (PDEs). That is, the system whose configuration is to be optimised follows physical laws given by PDEs. This book describes general Hilbert space formulations of optimisation algorithms, thereby facilitating optimisations whose controls are functions of space. It demonstrates the importance of methods that respect the Hilbert space structure of the problem by analysing the mathematical drawbacks of failing to do so. The approaches considered are illustrated using the optimisation problem arising in tidal array layouts mentioned above. This book will be useful to readers from engineering, computer science, mathematics and physics backgrounds interested in PDE-constrained optimisation and their real-world applications.
     

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