Ebook: The Shapes of Things: A Practical Guide to Differential Geometry and the Shape Derivative
Author: Shawn Walker
- Tags: Computer Science, AI & Machine Learning, Bioinformatics, Computer Simulation, Cybernetics, Human-Computer Interaction, Information Theory, Robotics, Systems Analysis & Design, Computers & Technology, Differential Equations, Applied, Mathematics, Science & Math, Topology, Geometry & Topology, Mathematics, Science & Math, Mathematical Analysis, Mathematics, Science & Math, Computer Science, Algorithms, Artificial Intelligence, Database Storage & Design, Graphics & Visualization, Networking, Object-Oriented Software Design, O
- Series: Advances in Design and Control
- Year: 2015
- Publisher: SIAM
- Language: English
- pdf
Readers will learn how to compute sensitivities with respect to geometry by developing basic calculus tools on surfaces and combining them with the calculus of variations. Several applications that utilize shape derivatives and many illustrations that help build intuition are included.
Audience: This book is a convenient reference for various shape derivative formulas and should be of value to anyone interested in surface geometry and shape optimization. Graduate students can use it to quickly get up to speed on the machinery of shape differential calculus. Scientists studying continuum mechanics, fluid mechanics, numerical analysis, and PDEs will find the book helpful for problems in which surface geometry is critical and/or geometry evolves in time. Those who want to learn the basics of shape differentiation will also find it useful.
Contents: Chapter 1: Introduction; Chapter 2: Surfaces and Differential Geometry; Chapter 3: The Fundamental Forms of Differential Geometry; Chapter 4: Calculus on Surfaces; Chapter 5: Shape Differential Calculus; Chapter 6: Applications; Chapter 7: Willmore Flow; Appendix A: Vectors and Matrices; Appendix B: Derivatives and Integrals