A branch-and-bound procedure for the resource-constrained project scheduling problem with generalized precedence relations

• Published in: European journal of operational research 1998-11, Vol.111 (1), p.152-174
• Main Authors: De Reyck, Bert, Herroelen, willy
• Format: Article
• Language: English
• Subjects: Algorithms; Applied sciences; Branch-and-bound; Critical path methods; Exact sciences and technology; Flows in networks. Combinatorial problems; Generalized precedence relations; Job shops; Operational research and scientific management; Operational research. Management science; Operations research; Project management; Scheduling, sequencing; Studies
• ISSN: 0377-2217; 1872-6860
• DOI: 10.1016/S0377-2217(97)00305-6

We present an optimal solution procedure for the resource-constrained project scheduling problem (RCPSP) with generalized precedence relations (RCPSP-GPR) with the objective of minimizing the project makespan. The RCPSPGPR extends the RCPSP to arbitrary minimal and maximal time lags between the starting and completion times of activities. The proposed procedure is suited for solving a general class of project scheduling problems and allows for arbitrary precedence constraints, activity ready times and deadlines, multiple renewable resource constraints with time-varying resource requirements and availabilities, several types of permissible and mandatory activity overlaps and multiple projects. It can be extended to other regular and non-regular measures of performance. Essentially, the procedure is a depth-first branch-and-bound algorithm in which the nodes in the search tree represent the original project network extended with extra precedence relations to resolve a number of resource conflicts. These conflicts are resolved using the concept of minimal delaying modes, which is an extension of the notion of minimal delaying alternatives for the RCPSP. Several bounds and dominance rules are used to fathom large portions of the search tree. Extensive computational experience is reported.