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Journal of Project Management
Article . 2019 . Peer-reviewed
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Journal of Project Management
Article
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Journal of Project Management
Article . 2019
Data sources: DOAJ
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A genetic algorithm for scheduling multimode resource-constrained project problem in the presence of preemptive resources

Authors: Aidin Delgoshaei; Sepehr Esmaeili Hanjani; Amir Hossein Nasiri;

A genetic algorithm for scheduling multimode resource-constrained project problem in the presence of preemptive resources

Abstract

In this paper, a backward approach is proposed for maximizing net present value (NPV) in multi-mode resource constrained project scheduling problem while assuming discounted positive cash flows (MRCPSP-DCF). The progress payment method is used and all re-sources are considered as pre-emptible. The proposed approach maximizes NPV using unscheduled resources through resource calendar in backward mode. For this purpose, a Genetic Algorithm is applied to solve experimental cases with 50 variables and the results are compared with forward serial programming method. The remarkable results reveal that the backward approach is an effective way to maximize NPV in MRCPSP-DC while activity splitting is allowed. The algorithm is flexible enough to be used in real project.

Related Organizations
Keywords

Discounted Cash Flows, Genetic Algorithm, HF5001-6182, Management. Industrial management, Business, Multimode Project Scheduling, HD28-70, Pre-emptive Constrained Resources

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Top 10%
Average
Average
gold