E-Book, Englisch, Band 805, 156 Seiten, eBook
Kubica Interval Methods for Solving Nonlinear Constraint Satisfaction, Optimization and Similar Problems
Erscheinungsjahr 2019
ISBN: 978-3-030-13795-3
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
From Inequalities Systems to Game Solutions
E-Book, Englisch, Band 805, 156 Seiten, eBook
Reihe: Studies in Computational Intelligence
ISBN: 978-3-030-13795-3
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
This book highlights recent research on interval methods for solving nonlinear constraint satisfaction, optimization and similar problems. Further, it presents a comprehensive survey of applications in various branches of robotics, artificial intelligence systems, economics, control theory, dynamical systems theory, and others. Three appendices, on the notation, representation of numbers used as intervals’ endpoints, and sample implementations of the interval data type in several programming languages, round out the coverage.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Introduction.- Interval calculus.- Bounding derivatives by algorithmic differentiation.- Branch-and-bound-type methods.- Solving equations and inequalities systems using interval B&BT methods.- Solving quanti?ed problems using interval methods.- Parallelization of B&BT algorithms.