optimal control, satisficing control theory
The existence of an optimal control policy and the techniques for finding it are grounded fundamentally in a global perspective. These techniques can be of limited value when the global behavior of the system is difficult to characterize, as it may be when the system is nonlinear, when the input is constrained, or when only partial information is available regarding system dynamics or the environment. Satisficing control theory is an alternative approach that is compatible with the limited rationality associated with such systems. This theory is extended by the introduction of the notion of strong satisficing to provide a systematic procedure for the design of satisficing controls. The power of the satisficing approach is illustrated by applications to representative control problems.
Original Publication Citation
M. A. Goodrich, W. C. Stirling, and R. L. Frost. A Theory of Satisficing Decisions and Control. IEEE Transactions on Systems, Man, and Cybernetics --- Part A: Systems and Humans, 28(6):763-779, November 1998.
BYU ScholarsArchive Citation
Frost, Richard L.; Goodrich, Michael A.; and Stirling, Wynn C., "A Theory of Satisficing Decisions and Control" (1998). All Faculty Publications. 637.
Physical and Mathematical Sciences
© 2009 Institute of Electrical and Electronics Engineers
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