Bartlomiej Jacek Kubica,
Bartłomiej Jacek Kubica
Springer International Publishing
e druk, 2019
9783030137946
Interval Methods for Solving Nonlinear Constraint Satisfaction, Optimization and Similar Problems
From Inequalities Systems to Game Solutions
Specificaties
Gebonden, blz.
|
Engels
Springer International Publishing |
e druk, 2019
ISBN13: 9783030137946
Rubricering
Onderdeel van serie
Studies in Computational Intelligence
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783030137946
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Inhoudsopgave
<p>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.</p>