Parameter identification applied to linear quadratic differential games

Resource Information

The work Parameter identification applied to linear quadratic differential games represents a distinct intellectual or artistic creation found in Missouri University of Science & Technology Library. This resource is a combination of several types including: Work, Language Material, Books.

Label

Parameter identification applied to linear quadratic differential games

Statement of responsibility

by John Donald Corrigan

Creator

• Corrigan, John D., 1942-

Author

• Corrigan, John D., 1942-

Subject

• Differential games
• Game theory
• System identification

Language

eng

Summary

"A two player zero-sum linear quadratic differential game is investigated for the case in which one of the players has incomplete a priori knowledge of the parameters of his opponent's dynamic system. This incomplete system parameter information game is shown to be playable since the ignorant player can make limiting estimates of the unknown parameters from the relative controllability condition for the game. Performance from the ignorant player's point of view is suboptimal. It is also shown that parameter identification techniques can be applied by the ignorant player in order to directly identify the smart player's closed-loop parameters in the case in which the smart player's optimal control gains become time-invariant. The open-loop system parameters may then be estimated from the identified closed-loop parameters. Using these estimated open-loop parameters in the optimal control law results in an asymptotically optimal adaptive control strategy for the ignorant player. Both continuous and discrete time parameter identification techniques were applied to the incomplete system parameter information game. In doing so, multivariable extensions were derived for previously developed single input/output continuous time and discrete time identification techniques. A multivariable combination response error and equation error continuous time learning model identification technique was also developed"--Abstract, page ii

Member of

• MST Thesis. Electrical Engineering (Ph.D., 1973)

Cataloging source

UMR

Degree

Ph. D.

Dissertation year

1973.

Granting institution

University of Missouri--Rolla

Illustrations

illustrations

Index

no index present

Literary form

non fiction

Nature of contents

• dictionaries
• bibliography
• theses