Finite Elements-based Optimization

S. Ratnajeevan H. Hoole

• 24 juli 2019
• 9781351649186

Samenvatting:

This book is intended to be a cookbook for students and researchers to understand the finite element method and optimization methods and couple them to effect shape optimization. The optimization part of the book will survey optimization methods and focus on the genetic algorithm and Powell’s method for implementation in the codes. It will contain pseudo-code for the relevant algorithms and homework problems to reinforce the theory to compile finite element programs capable of shape optimization.

Features

• Enables readers to understand the finite element method and optimization methods and couple them to effect shape optimization
• Presents simple approach with algorithms for synthesis
• Focuses on automated computer aided design (CAD) of electromagnetic devices
• Provides a unitary framework involving optimization and numerical modelling
• Discusses how to integrate open-source mesh generators into your code
• Indicates how parallelization of algorithms, especially matrix solution and optimization, may be approached cheaply using the graphics processing unit (GPU) that is available on most PCs today
• Includes coupled problem optimization using hyperthermia as an example