Sub-optimal control design for second order non-linear systems using krotov sufficient conditions

Avinash Kumar, Tushar Jain

Research output: Contribution to journalConference articlepeer-review

Abstract

This article considers the problem of sub-optimal control design problem for second order non-linear systems. Traditionally, the computation of optimal control law(s) for nonlinear systems is usually done using the iterative methods based on the standard tools of optimal control theory which viz. Calculus of Variations (CoV), Hamilton-Jacobi-Bellman equation, Pontryagin's principle, etc. This work utilizes the rather less explored technique, namely the Krotov framework to obtain the non-iterative solutions. These conditions are derived by transforming the optimal control problem into another equivalent optimization problem. This translation is done via an ad-hoc selection of the so-called Krotov function. In this article, the Krotov function is chosen such that the equivalent optimization problem can be solved non-iteratively to obtain sub-optimal control laws for the original optimal control problem. The proposed methodology is demonstrated by a numerical example.

Original languageEnglish
Pages (from-to)272-276
Number of pages5
JournalIFAC-PapersOnLine
Volume53
Issue number1
DOIs
Publication statusPublished - 1 Jan 2020
Externally publishedYes
Event6th Conference on Advances in Control and Optimization of Dynamical Systems, ACODS 2020 - Chennai, India
Duration: 16 Feb 202019 Feb 2020

Keywords

  • Linear Krotov functions
  • Second order non-linear systems
  • Sub-optimal control design

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