Research Article

A Fuzzy Approach for Generalized Project Selection and Scheduling Problem with Resource Management

Volume: 6 Number: 1 June 30, 2022
EN

A Fuzzy Approach for Generalized Project Selection and Scheduling Problem with Resource Management

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

References

  1. [1] Z. Chen, Y. Lan, R. Zhao, C. Shang, Deadline-based incentive contracta in project management with cost salience. Fuzzy Optimization and Decision Making 18 (2019) 451-473.
  2. [2] A. RezaHoseini, S.F. Ghannadpour, M. Hemmati, A comprehensive mathematical model for resource-constrained multi-objective Project portfolio selection and scheduling considering sustainability and projects splitting. Journal of Cleaner Production 269 (2020) 122073.
  3. [3] X. Li, Y. Wang, Q. Yan, X. Zhao, Uncertain mean-variance model for dynamic project portfolio selection problem with divisibility. Fuzzy Optimization and Decision Making 18 (2019) 37-56.
  4. [4] H. Ke, W. Ma, J. Ma, Solving project scheduling problem with the philosophy of fuzzy random programming. Fuzzy Optimization and Decision Making 11 (2012) 269-284.
  5. [5] M. Shariatmadari, N. Nahavandi, S.H. Zegordi, M.H. Sobhiyah, Integrated resource management for simultaneous Project selection and scheduling. Computers and Industrial Engineering 109 (2017) 39-47.
  6. [6] R. Khayamim, S. Shetab-Boushehrib, S. Hosseininasab, H. Karimi, A sustainable approach for selecting and timing the urban transportation infrastructure projects in large-scale networks: A case study of Isfahan, Iran. Sustainable Cities and Society 53 (2020) 101981.
  7. [7] R. Mahmoudi, S. Shetab-Boushehri, S.R. Hejazi, A. Emrouznejad, P. Rajabi, A hybrid egalitarian bargaining game-DEA and sustainable network design approach for evaluating, selecting and scheduling urban road construction projects. Transportation Research Part E 130 (2019) 161-183.
  8. [8] M.A. Coffin, B.W. Taylor, R & D project selection and scheduling with a filtered beam search approach. IIE Transactions 28 (2) (1996) 167-176.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

June 30, 2022

Submission Date

June 9, 2021

Acceptance Date

February 25, 2022

Published in Issue

Year 1970 Volume: 6 Number: 1

APA
Bektur, G. (2022). A Fuzzy Approach for Generalized Project Selection and Scheduling Problem with Resource Management. Aksaray University Journal of Science and Engineering, 6(1), 1-16. https://doi.org/10.29002/asujse.950133

Cited By

Aksaray J. Sci. Eng. | e-ISSN: 2587-1277 | Period: Biannually | Founded: 2017 | Publisher: Aksaray University | https://asujse.aksaray.edu.tr




ASUJSE is indexing&Archiving in

crossref-logo-landscape-100.png    scholar_logo_30dp.png          oaliblogo2.jpg   GettyImages_90309427_montage_255x130px.png search-result-logo-horizontal-TEST.jpg

22644 EBSCO



Creative Commons License