Cr. Sutardi,"bector et I. Goulter, MULTIOBJECTIVE WATER-RESOURCES INVESTMENT PLANNING UNDER BUDGETARY UNCERTAINTY AND FUZZY ENVIRONMENT, European journal of operational research, 82(3), 1995, pp. 556-591
Citations number
47
Categorie Soggetti
Management,"Operatione Research & Management Science
An integration of Stochastic Dynamic Programming (SDP) and Fuzzy Integ
er Goal Programming (FIGP) modelling framework is proposed to handle p
roblems of multiobjective-multicriteria sequential decision making und
er budgetary and socio-technical uncertainties inherent in water resou
rces investment planning. In the proposed SDP model probabilities of t
he funding levels in any time period that are generated using a subjec
tive model are employed to handle budgetary fluctuations. This subject
ive model consists of historical data as a basic rate, functional rela
tionships among inter-related parameters of the SDP model, scenarios o
f future budget availability, and subjective inputs elicited from a gr
oup of decision makers through a collective opinion technique. Use of
the SDP model primarily yields an optimal investment planning policy t
hat recognizes the possibility that actual funding received maybe less
than the anticipated and therefore the projects being implemented und
er the anticipated budget would be interrupted. Economic return of eac
h level of investment decision together with its associated project po
rtfolio is determined by the FIGP model under the environment of impre
cise (fuzzy) budget limits and goals, and is then used in the SDP mode
l to establish the sequential optimal policy. This second level optimi
zation model can be used to handle other types of socio-economic uncer
tainty and multiobjective issues in the overall approach by considerin
g explicitly socio-economic measures and imprecision in the specificat
ion of parameters of input data.