An approximate method for solving a class of nonlinear optimal control problems

An approximate method for solving a class of nonlinear optimal control problems

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Article ID: iaor201522415
Volume: 35
Issue: 3
Start Page Number: 324
End Page Number: 339
Publication Date: May 2014
Journal: Optimal Control Applications and Methods
Authors: ,
Keywords: optimization, programming: nonlinear, heuristics
Abstract:

This paper presents a novel computational approach to generate the suboptimal solutions for a class of nonlinear optimal control problems (OCP's) with a quadratic performance index. Our method is based on the one‐dimensional differential transform method (DTM) and new polynomials that are called DT's polynomials. This method simplifies the difficulties and massive computational work for calculating the differential transform of nonlinear function. The convergence of proposed method are discussed in detail. This method consists of a new modified version of the DTM together with a shooting method such as procedure, for solving the extreme conditions obtained from the Pontryagin's maximum principle. The results reveal that the proposed methods are very effective and simple. Comparisons are made between new DTM generated results, results from literature, and MATLAB bvp4c generated results, and good agreement is observed.

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