Interval methods for solving nonlinear constraint satisfaction, optimization and similar problems :
General Material Designation
[Book]
Other Title Information
from inequalities systems to game solutions /
First Statement of Responsibility
Bartłomiej Jacek Kubica.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xviii, 156 pages) :
Other Physical Details
illustrations
SERIES
Series Title
Studies in computational intelligence,
Volume Designation
volume 805
ISSN of Series
1860-949X ;
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references.
CONTENTS NOTE
Text of Note
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.
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SUMMARY OR ABSTRACT
Text of Note
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.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030137953
OTHER EDITION IN ANOTHER MEDIUM
Title
Interval methods for solving nonlinear constraint satisfaction, optimization and similar problems.