Premium
Nondegenerate necessary conditions for nonlinear optimal control problems with higher‐index state constraints
Author(s) -
Fontes Fernando A. C. C.,
Lopes Sofia O.
Publication year - 2007
Publication title -
pamm
Language(s) - English
Resource type - Journals
ISSN - 1617-7061
DOI - 10.1002/pamm.200700336
Subject(s) - constraint (computer aided design) , state (computer science) , position (finance) , nonlinear system , optimal control , mathematics , index (typography) , mathematical optimization , derivative (finance) , control (management) , nonlinear programming , control theory (sociology) , computer science , algorithm , physics , economics , artificial intelligence , geometry , finance , quantum mechanics , world wide web , financial economics
For some optimal control problems with pathwise state constraints the standard versions of the necessary conditions of optimality are unable to provide useful information to select minimizers. There exist some literature on stronger forms of the maximum principle, the so‐called nondegenerate necessary conditions, that can be informative for those problems. These conditions can be applied when certain constraint qualifications are satisfied. However, when the state constraints have higher index (i.e. their first derivative with respect to time does not depend on the control) these nondegenerate necessary conditions cannot be used. This happens because constraint qualifications assumptions are never satisfied for higher index state constraints. We note that control problems with higher index state constraints arise frequently in practice. An example is a common mechanical systems for which there is a constraint on the position (an obstacle in the path, for example) and the control acts as a second derivative of the position (a force or acceleration) which is a typical case. Here, we provide a nondegenerate form of the necessary conditions that can be applied to nonlinear problems with higher index state constraints. When addressing a problem with a state constraint of index k , the result described is applicable under a constraint qualification that involves the k ‐th derivative of the state constraint, corresponding to the first time when derivative depends explicitly on the control. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)