A Fuzzy Approach for Generalized Project Selection and Scheduling Problem with Resource Management
Open Access
- 30 June 2022
- journal article
- Published by Aksaray University in Aksaray University Journal of Science and Engineering
- Vol. 6 (1), 1-16
- https://doi.org/10.29002/asujse.950133
Abstract
In this study, the problem of project selection and scheduling with resource management is considered project setup times, dynamic project arrivals, priorities and relationship between projects. A fuzzy multi-objective mixed integer linear programming (MILP) model is proposed for the solution of the problem. The classic two-phase fuzzy goal programming (FGP) approach is modified to solve the proposed multi-objective MILP model. The addressed problem is defined over the project selection and scheduling problem of a construction company. The effect of resource management on the project selection and scheduling problem is demonstrated over the generated test problems. Modified two-phase FGP and classic two-phase FGP approaches are compared over test problems. With the use of the modified two-phase FGP approach, additional alternative solutions are found for the problem.Keywords
This publication has 33 references indexed in Scilit:
- Solving project scheduling problem with the philosophy of fuzzy random programmingFuzzy Optimization and Decision Making, 2012
- Optimizing project selection and scheduling problems with time-dependent resource constraintsAutomation in Construction, 2011
- Solving a comprehensive model for multiobjective project portfolio selectionComputers & Operations Research, 2010
- Fuzzy multi-objective project management decisions using two-phase fuzzy goal programming approachComputers & Industrial Engineering, 2009
- Competence-driven project portfolio selection, scheduling and staff assignmentCentral European Journal of Operations Research, 2008
- An interactive possibilistic programming approach for multiple objective supply chain master planningFuzzy Sets and Systems, 2008
- Project Selection by Constrained Fuzzy AHPFuzzy Optimization and Decision Making, 2004
- A zero-one model for project portfolio selection and schedulingJournal of the Operational Research Society, 1999
- Applications of the extent analysis method on fuzzy AHPEuropean Journal of Operational Research, 1996
- R&D project selection and scheduling with a filtered beam search approachIIE Transactions, 1996