Numerical Methods for Linear Complementarity Problems in Physics-Based Animation

Sarah Niebe, Kenny Erleben (Autoren)

Buch | Softcover

159 Seiten

2015
Morgan and Claypool Life Sciences (Verlag)
978-1-62705-371-6 (ISBN)

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Linear complementarity problems (LCPs) have for many years been used in physics-based animation to model contact forces between rigid bodies in contact. More recently, LCPs have found their way into the realm of fluid dynamics. Here, LCPs are used to model boundary conditions with fluid-wall contacts. LCPs have also started to appear in deformable models and granular simulations. There is an increasing need for numerical methods to solve the resulting LCPs with all these new applications. This book provides a numerical foundation for such methods, especially suited for use in computer graphics. This book is mainly intended for a researcher/Ph.D. student/post-doc/professor who wants to study the algorithms and do more work/research in this area. Programmers might have to invest some time brushing up on math skills, for this we refer to Appendices A and B. The reader should be familiar with linear algebra and differential calculus. We provide pseudo code for all the numerical methods, which should be comprehensible by any computer scientist with rudimentary programming skills. The reader can find an online supplementary code repository, containing Matlab implementations of many of the core methods covered in these notes, as well as a few Python implementations [Erleben, 2011].

Dr. Niebe is a Postdoc at the department of Computer Science, University of Copenhagen. Niebe's research is focused on the application of numerical methods in physical simulation, in particular the use of complementarity problems when formulating the dynamics of rigid bodies. Niebe obtained her Ph.D. in 2014, at the Department of Computer Science, University of Copenhagen, Denmark.

Introduction
Numerical Methods
Guide for Software and Selecting Methods
Bibliography
Authors' Biographies

Erscheint lt. Verlag	30.1.2015
Reihe/Serie	Synthesis Lectures on Computer Graphics and Animation
Verlagsort	San Rafael, CA
Sprache	englisch
Maße	191 x 235 mm
Gewicht	333 g
Themenwelt	Mathematik / Informatik ► Informatik ► Grafik / Design
Themenwelt	Informatik ► Web / Internet ► Web Design / Usability
ISBN-10	1-62705-371-9 / 1627053719
ISBN-13	978-1-62705-371-6 / 9781627053716
Zustand	Neuware