Interval Methods for Solving Nonlinear Constraint Satisfaction, Optimization and Similar Problems: From Inequalities Systems to Game Solutions
Author:   Bartłomiej Jacek Kubica
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Volume:   805
ISBN:  

9783030137946


Pages:   156
Publication Date:   19 March 2019
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Interval Methods for Solving Nonlinear Constraint Satisfaction, Optimization and Similar Problems: From Inequalities Systems to Game Solutions


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Overview

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.

Full Product Details

Author:   Bartłomiej Jacek Kubica
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Volume:   805
Weight:   0.454kg
ISBN:  

9783030137946


ISBN 10:   3030137945
Pages:   156
Publication Date:   19 March 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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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