Abstract
In Refs. 1–2, the sequential gradient-restoration algorithm and the modified quasilinearization algorithm were developed for optimal control problems with bounded state. These algorithms have a basic property: for a subarc lying on the state boundary, the state boundary equations are satisfied at every iteration, if they are satisfied at the beginning of the computational process. Thus, the subarc remains anchored on the state boundary. In this paper, the anchoring conditions employed in Refs. 1–2 are derived.
Similar content being viewed by others
References
Hennig, G. R., andMiele, A.,Sequential Gradient-Restoration Algorithm for Optimal Control Problems with Bounded State, Journal of Optimization Theory and Applications, Vol. 12, No. 1, 1973.
Miele, A., Well, K. H., andTietze, J. L.,Modified Quasilinearization Algorithm for Optimal Control Problems with Bounded State, Journal of Optimization Theory and Applications, Vol. 12, No. 3, 1973.
Kelley, H. J.,Methods of Gradients, Optimization Techniques, Edited by G. Leitmann, Academic Press, New York, New York, 1962.
Lasdon, L. S., Waren, A. D., andRice, R. K.,An Interior Penalty Function Method for Inequality Constrained Optimal Control Problems, IEEE Transactions on Automatic Control, Vol. AC-12, No. 4, 1967.
McGill, R.,Optimal Control, Inequality State Constraints, and the Generalized Newton-Raphson Algorithm, SIAM Journal on Control, Vol. 3, No. 2, 1965.
Jacobson, D. H., andLele, M. M.,A Transformation Technique for Optimal Control Problems with a State Variable Inequality Constraint, IEEE Transactions on Automatic Control, Vol. AC-14, No. 5, 1969.
Dreyfus, S. E.,Variational Problems with State Variable Inequality Constraints, The RAND Corporation, Report No. P-2605-1, 1962.
Bryson, A. E., Jr., Denham, W. F., andDreyfus, S. E.,Optimal Programming Problems with Inequality Constraints, I, Necessary Conditions for Extremal Solutions, AIAA Journal, Vol. 1, No. 11, 1963.
Denham, W. F., andBryson, A. E., Jr.,Optimal Programming Problems with Inequality Constraint, II, Solution by Steepest Ascent, AIAA Journal, Vol. 2, No. 1, 1964.
Speyer, J. L., Mehra, R. K., andBryson, A. E., Jr.,The Separate Computation of Arcs for Optimal Flight Paths with State Variable Inequality Constraints, Harvard University, Division of Engineering and Applied Physics, TR No. 526, 1967.
Hamilton, W. E., andHaas, V. B.,On the Solution of Optimal Control Problems with State Variable Inequality Constraints, Purdue University, TR No. EE-70-8, 1970.
Fong, T. S.,Method of Conjugate Gradients for Optimal Control Problems with State Variable Constraints, University of California at Los Angeles, School of Engineering and Applied Sciences, TR No. 70-30, 1970.
Author information
Authors and Affiliations
Additional information
This research was supported by the Office of Scientific Research, Office of Aerospace Research, United States Air Force, Grant No. AF-AFOSR-72-2185.
Rights and permissions
About this article
Cite this article
Huang, H.Y., Esterle, A. Anchoring conditions for the sequential gradient-restoration algorithm and the modified quasilinearization algorithm for optimal control problems with bounded state. J Optim Theory Appl 12, 471–484 (1973). https://doi.org/10.1007/BF00935242
Published:
Issue Date:
DOI: https://doi.org/10.1007/BF00935242