Title :
A decision support system for interactive decision making-Part I: model formulation
Author :
Fang, Liping ; Hipel, Keith W. ; Kilgour, D. Marc ; Peng, Xiaoyong
Author_Institution :
Dept. of Mech. Aerosp. & Ind. Eng., Ryerson Univ., Toronto, Ont., Canada
Abstract :
A comprehensive decision support system, GMCR II, is developed for the systematic study of real-world interactive decision problems. Model formulation is presented in Part I, and analysis and output interpretation in Part II. GMCR II is based upon existing and new research developments of the graph model for conflict resolution. In Part I, specially designed data structures and corresponding algorithms are implemented for generating and representing possible states, removing infeasible states, coalescing indistinguishable states, and specifying and storing allowable state transitions. Algorithms implementing different approaches to the elicitation of preferences over states enable GMCR II to construct and manage an efficient, flexible, and complete graph model of a strategic conflict.
Keywords :
decision support systems; graph theory; GMCR; conflict resolution; decision support system; decision support systems; graph model; model-view-controller; ordinal preferences; real-world interactive decision problems; strategic conflicts; Algorithm design and analysis; Data structures; Decision support systems; Design engineering; Environmental management; International relations; Power generation economics; Power system economics; Spread spectrum communication; Systems engineering and theory;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2003.809361