Title :
Applications of a New Dual Approach in Global Optimization and Optimal Control Problem
Author :
Wu, Dan ; Xu, Yong
Author_Institution :
Math. & Stat. Sch., Henan Univ. of Sci. & Technol., Luoyang, China
Abstract :
This paper presents a novel approach based on canonical dual theory to discuss global optimization and nonlinear optimal control problems. By introducing a differential flow on the dual feasible space, a set of complete solutions is given regardless of convexity or nonconvexity of the original problem. Meanwhile, applications to a class of linear quadratic optimal control problems are discussed. An analytical form of the optimal control is expressed.
Keywords :
duality (mathematics); linear quadratic control; optimisation; differential flow; dual approach; dual feasible space; dual theory; global optimization; linear quadratic optimal control problems; nonlinear optimal control problems; Educational institutions; Optimal control; Optimized production technology; Polynomials; analytic solution; constrained linear quadratic optimal control; dual approach; global optimization;
Conference_Titel :
Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-1365-0
DOI :
10.1109/CSO.2012.73