Interval Methods for Solving Nonlinear Constraint Satisfaction, Optimization and Similar Problems

From Inequalities Systems to Game Solutions

Bartłomiej Jacek Kubica (Autor)

Buch | Hardcover

XVIII, 156 Seiten

2019
Springer International Publishing (Verlag)
978-3-030-13794-6 (ISBN)

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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.

Introduction.- Interval calculus.- Bounding derivatives by algorithmic differentiation.- Branch-and-bound-type methods.- Solving equations and inequalities systems using interval B&BT methods.- Solving quantified problems using interval methods.- Parallelization of B&BT algorithms.

Erscheinungsdatum	21.03.2019
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XVIII, 156 p. 20 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	421 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	Complexity • Game Solutions • Inequalities Systems • Interval methods • Nonlinear Constraint Satisfaction • Optimization
ISBN-10	3-030-13794-5 / 3030137945
ISBN-13	978-3-030-13794-6 / 9783030137946
Zustand	Neuware