The Locator -- [(subject = "Mathematical optimization")]

1339 records matched your query       


Record 10 | Previous Record | MARC Display | Next Record | Search Results
Author:
Cassel, Kevin W., 1966- author.
Title:
Matrix, numerical, and dynamical systems methods in science and engineering / Kevin W. Cassel.
Publisher:
Cambridge University Press,
Copyright Date:
2021
Description:
xv, 710 pages : illustrations ; 25 cm
Subject:
Matrices.
Dynamics.
Numerical analysis.
Linear systems.
Mathematical optimization.
Engineering mathematics.
Notes:
Includes bibliographical references and index.
Contents:
Vector and matrix algebra -- Algebraic eigenproblems and their applications -- Differential eigenproblems and their applications -- Vector and matrix calculus -- Analysis of discrete dynamical systems -- Computational linear algebra -- Numerical methods for differential equations -- Finite-difference methods for boundary-value problems -- Finite-difference methods for initial-value problems -- Least-squares methods -- Data analysis : curve fitting and interpolation -- Optimization and root finding of algebraic systems -- Data-driven methods and reduced-order modeling.
Summary:
"Address vector and matrix methods necessary in numerical methods and optimization of linear systems in engineering with this unified text. Treats the mathematical models that describe and predict the evolution of our processes and systems, and the numerical methods required to obtain approximate solutions. Explores the dynamical systems theory used to describe and characterize system behaviour, alongside the techniques used to optimize their performance. Integrates and unifies matrix and eigenfunction methods with their applications in numerical and optimization methods. Consolidating, generalizing, and unifying these topics into a single coherent subject, this practical resource is suitable for advanced undergraduate students and graduate students in engineering, physical sciences, and applied mathematics"-- Provided by publisher.
ISBN:
110847909X
9781108479097
OCLC:
(OCoLC)1176323208
LCCN:
2020022768
Locations:
USUX851 -- Iowa State University - Parks Library (Ames)

Initiate Another SILO Locator Search

This resource is supported by the Institute of Museum and Library Services under the provisions of the Library Services and Technology Act as administered by State Library of Iowa.