Decision support system for multicriterial R&D and information systems projects selection

Decision support system for multicriterial R&D and information systems projects selection

0.00 Avg rating0 Votes
Article ID: iaor20031377
Country: Netherlands
Volume: 140
Issue: 2
Start Page Number: 434
End Page Number: 446
Publication Date: Jul 2002
Journal: European Journal of Operational Research
Authors: ,
Keywords: decision theory: multiple criteria, scheduling
Abstract:

Decision support system described here makes it possible to carry out multicriterial selection of hundreds of projects simultaneously, with tens of criterion functions with bivalent variables including polynomial ones and quotients of linear functions, and tens of resources limitations. Stewart's idea of the special scalarizing function based on the modified reference point approach, which has been hitherto applied for linear benefits and for balance criteria functions only, and its optimization by effective gradient method is used here in the situation described by Santhanam and Kyparisis, involving synergistic effects of second- and third-orders in benefit and cost criterion function, and in resource requirements respecting resource sharing and hierarchical contingency relationships among candidate projects. In addition, the system enables us making the dialogue of the solution in a way of adaptive creation of weights of criterion functions and also flexible projects portfolio changes. A test of efficiency is presented.

Reviews

Required fields are marked *. Your email address will not be published.