Lectures on Modern Convex Optimization: Analysis, Algorithms,

Lectures on Modern Convex Optimization: Analysis, Algorithms, and Engineering Applications (MPS-SIAM Series on Optimization, Series Number 2)

Here is a book devoted to well-structured and thus efficiently solvable convex optimization problems, with emphasis on conic quadratic and semidefinite programming. The authors present the basic theory underlying these problems as well as their numerous applications in engineering, including synthesis of filters, Lyapunov stability analysis, and structural design. The authors also discuss the complexity issues and provide an overview of the basic theory of state-of-the-art polynomial time interior point methods for linear, conic quadratic, and semidefinite programming. The book's focus on well-structured convex problems in conic form allows for unified theoretical and algorithmical treatment of a wide spectrum of important optimization problems arising in applications.
Country USA
Manufacturer Society for Industrial and Applied Mathematics
Binding Paperback
UnitCount 1
Format International Edition
EANs 9780898714913
ReleaseDate 0000-00-00

Country	USA
Manufacturer	Society for Industrial and Applied Mathematics
Binding	Paperback
UnitCount	1
Format	International Edition
EANs	9780898714913
ReleaseDate	0000-00-00

Lectures on Modern Convex Optimization: Analysis, Algorithms, and Engineering Applications (MPS-SIAM Series on Optimization, Series Number 2)