Bilevel noniterative interconnected optimization

Author

Stoilov, Todor A. ; Stoilova, Krasimira P.

Author_Institution

Inst. of Comput. & Commun. Syst., Bulgarian Acad. of Sci., Sofia

Volume

2

fYear

2008

fDate

6-8 Sept. 2008

Abstract

The paper presents a bilevel optimization problem, solved by a noniterative coordination method founded on the approximation of inexplicit upper level optimization problem to well defined analytical problem. The coordination problem founds on ldquoproposition - correctionrdquo operational algorithm which allows to perform limited data transfer between the optimization levels. This coordination benefits the real time operation in multilevel system. Example is provided for the solution of nonlinear steady state optimization control problem.

Keywords

approximation theory; optimisation; bilevel noniterative interconnected optimization; noniterative coordination method; nonlinear steady state optimization control problem; operational algorithm; upper level optimization problem; Data communication; Intelligent systems; Iterative algorithms; Lagrangian functions; Large-scale systems; Multilevel systems; Nonlinear equations; Optimization methods; Real time systems; Steady-state; Bilevel optimization; coordination; hierarchical systems; large scale systems;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Systems, 2008. IS '08. 4th International IEEE Conference

Conference_Location

Varna

Print_ISBN

978-1-4244-1739-1

Electronic_ISBN

978-1-4244-1740-7

Type

conf

DOI

10.1109/IS.2008.4670532

Filename

4670532