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Mesh Dependence in PDE-Constrained Optimisation - An Application in Tidal Turbine Array Layouts (Paperback, 1st ed. 2017)
Loot Price: R1,840
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Mesh Dependence in PDE-Constrained Optimisation - An Application in Tidal Turbine Array Layouts (Paperback, 1st ed. 2017)
Series: Mathematics of Planet Earth
Expected to ship within 10 - 15 working days
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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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