Abstract
The problem of continuously dynamic multiobjective optimization, or multiobjective control, is discussed. The concepts of nondominated controls and viable controls are introduced. For a class of nonlinear dynamic systems, the convexity of their controlled Carathéodory trajectories is proved. Based on this convexity, sufficient conditions are given for the solution of a multiobjective control problem to be obtained in terms of solutions of weighting problems.
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References
Chankong, V., andHaimes, Y. Y.,Multiobjective Decision Making, North-Holland, New York, New York, 1983.
Sawaragi, Y., et al.,Theory of Multiobjective Optimization, Academic Press, New York, New York, 1985.
Chen, T.,Decision Analysis, Academia Sinica Press, Beijing, China, 1987.
Yu, P. L., andLeitmann, G.,Nondominated Decisions and Cone Convexity in Dynamic Multicriteria Decision Problems, Journal of Optimization Theory and Applications, Vol. 14, pp. 573–584, 1974.
Aubin, J. P., andCellina, A.,Differential Inclusions, Springer-Verlag, Berlin, Germany, 1984.
Shilov, G. E., andGurevich, B. L.,Integral, Measure, and Derivative: A Unified Approach, Prentice-Hall, Englewood Cliffs, New Jersey, 1966.
Cronin, J.,Differential Equations, Marcel Dekker, New York, New York, 1980.
Avriel, M.,Nonlinear Programming: Analysis and Methods, Prentice-Hall, Englewood Cliffs, New Jersey, 1976.
Liu, L. P., andChen, T.,Multiobjective Control of Evidence-Finding Processes, Acta Automatica Sinica (to appear).
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Communicated by G. Leitmann
This work was partly done at the Huazhong University of Science and Technology, Wuhan, China. The author is indebted to Professor Chen Ting for his advice. The author wishes to thank Professor G. Leitmann for his favorable comments. The author is also grateful to Ms. Mary S. Linn at the University of Kansas, who helped him improve the English presentation of this paper.
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Liu, L.P. Characterization of nondominated controls in terms of solutions of weighting problems. J Optim Theory Appl 77, 545–561 (1993). https://doi.org/10.1007/BF00940449
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DOI: https://doi.org/10.1007/BF00940449