On one aspect of science policy based on an uncertain model

Citation
Cs. Lee et G. Leitmann, On one aspect of science policy based on an uncertain model, ANN OPER R, 88, 1999, pp. 199-214
Citations number
8
Categorie Soggetti
Engineering Mathematics
Journal title
ANNALS OF OPERATIONS RESEARCH
ISSN journal
02545330 → ACNP
Volume
88
Year of publication
1999
Pages
199 - 214
Database
ISI
SICI code
0254-5330(1999)88:<199:OOAOSP>2.0.ZU;2-#
Abstract
We discuss one aspect of the allocation of new scientists to teaching and r esearch careers. In the past, this allocation problem was treated on the ba sis of a model with known parameters and as a classical optimal control pro blem with the allocation proportion as the sole control. The utility functi on took both short- and long-term goals into account. Here, we allow for un certainty in the possibly time-varying system parameters. We account for th e possibility of new scientists choosing careers other than teaching and re search. Finally, we treat the allocation problem not as an open-loop optima l control one, but rather as one of robust control, insensitive to the syst em uncertainties, in order to assure the desired numbers of teachers and sc ientists within a computable horizon.