Title :
Optimal resource allocation in new product development projects: a control-theoretic approach
Author :
Wang, Yanfeng ; Perkins, James R. ; Khurana, Anil
Author_Institution :
i2 Technol. Inc., Cambridge, MA, USA
fDate :
8/1/2002 12:00:00 AM
Abstract :
Considers problems motivated by the dynamic allocation of limited heterogeneous resources in new product development (NPD) projects. The interchangeability of resources and simultaneous resource sharing are defining characteristics of NPD processes. A continuous flow model is introduced that incorporates these features. For problems without activity precedence constraints, a linear program is presented which yields the minimum completion time for all activities. A dynamic, rule-based algorithm is shown to be optimal for two resources processing a multiple-activity arrival stream. For problems with precedence constraints, some special cases are solved, and structural properties of the class of optimal controls for the general problem are discussed.
Keywords :
linear programming; optimal control; product development; resource allocation; scheduling; continuous flow model; control-theoretic approach; dynamic rule-based algorithm; interchangeability; limited heterogeneous resources; linear program; makespan; minimum completion time; minimum principle; multiple-activity arrival stream; new product development projects; optimal controls; optimal resource allocation; precedence constraints; structural properties; Costs; Helium; Heuristic algorithms; Humans; Manufacturing; Optimal control; Portfolios; Product development; Project management; Resource management;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2002.800740