عنوان

Aspects of Semidefinite Programming :

(Number (ISBN

0306478196

(Number (ISBN

1402005474

(Number (ISBN

9780306478192

(Number (ISBN

9781402005473

Number

b540795

Title Proper

Aspects of Semidefinite Programming :

General Material Designation

[Book]

Other Title Information

Interior Point Algorithms and Selected Applications

First Statement of Responsibility

by Etienne Klerk.

Place of Publication, Distribution, etc.

Boston, MA

Name of Publisher, Distributor, etc.

Springer US

Date of Publication, Distribution, etc.

2004

Specific Material Designation and Extent of Item

(xvi, 288 pages).

Series Title

Applied optimization, 65.

Text of Note

Semidefinite programming has been described as linear programming for the year 2000. It is an exciting new branch of mathematical programming, due to important applications in control theory, combinatorial optimization and other fields. Moreover, the successful interior point algorithms for linear programming can be extended to semidefinite programming. In this monograph the basic theory of interior point algorithms is explained. This includes the latest results on the properties of the central path as well as the analysis of the most important classes of algorithms. Several "classic" applications of semidefinite programming are also described in detail. These include the Lovász theta function and the MAX-CUT approximation algorithm by Goemans and Williamson. Audience: Researchers or graduate students in optimization or related fields, who wish to learn more about the theory and applications of semidefinite programming.

Computer science -- Mathematics.

Information theory.

Mathematics.

Class number

Book number

by Etienne Klerk.

Etienne Klerk

Electronic name

[Book]

Y