Expert-Decision-Based Scheduling Strategies for Construction Projects Management

This paper presents an alternative methodology to the traditional Project Evaluation and Review Technique (PERT) by introducing the Dempster-Shafer theory of evidence into project scheduling. The evidence theory provides a flexible and robust framework for managing subjective beliefs, extending beyond PERT's rigid assumptions regarding activity durations and aligning more closely with the inherent uncertainties of real-world project environments. The proposed evidential reasoning approach enhances flexibility in estimating activity durations by leveraging expert judgment rather than relying on fixed probability distributions. Unlike PERT, which strictly assumes a beta distribution and fixed percentages for optimistic, most likely, and pessimistic estimates, this approach enables experts to adjust these percentages dynamically based on real-time project conditions. Through a detailed case study on a bridge construction project, this paper demonstrates the advantages of evidential reasoning in addressing limitations of traditional PERT. A comparative analysis validates the Dempster-Shafer theory's effectiveness, showing improved scheduling outcomes and adaptability.

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Published
2024-12-11
DOI
https://doi.org/10.1109/dasa63652.2024.10836294
Primary Topic
Resource-Constrained Project Scheduling
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article
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article

Expert-Decision-Based Scheduling Strategies for Construction Projects Management

Basil Ibrahim, Hend Elzefzafy, Saleh Abu Dabous, Hamdy M. Mohamed
Resource-Constrained Project Scheduling
article

Expert-Decision-Based Scheduling Strategies for Construction Projects Management

Basil Ibrahim, Hend Elzefzafy, Saleh Abu Dabous, Hamdy M. Mohamed
article en

Abstract

This paper presents an alternative methodology to the traditional Project Evaluation and Review Technique (PERT) by introducing the Dempster-Shafer theory of evidence into project scheduling. The evidence theory provides a flexible and robust framework for managing subjective beliefs, extending beyond PERT's rigid assumptions regarding activity durations and aligning more closely with the inherent uncertainties of real-world project environments. The proposed evidential reasoning approach enhances flexibility in estimating activity durations by leveraging expert judgment rather than relying on fixed probability distributions. Unlike PERT, which strictly assumes a beta distribution and fixed percentages for optimistic, most likely, and pessimistic estimates, this approach enables experts to adjust these percentages dynamically based on real-time project conditions. Through a detailed case study on a bridge construction project, this paper demonstrates the advantages of evidential reasoning in addressing limitations of traditional PERT. A comparative analysis validates the Dempster-Shafer theory's effectiveness, showing improved scheduling outcomes and adaptability.

Université de Sherbrooke (CA), University of Sharjah (AE), Applied Science University (BH)
Openalex Percentile: Top 68%
Resource-Constrained Project Scheduling
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Expert-Decision-Based Scheduling Strategies for Construction Projects Management — Basil Ibrahim, Hend Elzefzafy, et al. · (2024) | TGRS Research Map | TGRS