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Compound Matrix-Based Project Database (CMPD). | LitMetric

Compound Matrix-Based Project Database (CMPD).

Sci Data

Continental Automotive Hungary Ltd., Házgyári str. 6-8., Veszprém, H-8200, Hungary.

Published: March 2024

AI Article Synopsis

  • The impact of projects is significant across various domains, including business and the national economy, leading to over six decades of research in project scheduling and resource allocation.
  • Existing project databases vary widely in structure and project features, which can affect the efficiency of scheduling and resource allocation algorithms.
  • The proposed Compound Matrix-Based Project Database (CMPD) and Unified Matrix-Based Project-Planning Model (UMP) aim to standardize project data and introduce new features like flexibility and quality parameters to better accommodate diverse project types, including agile and hybrid methodologies.

Article Abstract

The impact of projects is vital, from business operations to research to the national economy. Therefore, management science and operation research have extensively studied project scheduling and resource allocation for over six decades. Project databases were proposed to test algorithms, including simulated or real, single or multiprojects, and single-mode or multi-mode projects. However, the dozens of project databases are extremely heterogeneous regarding the file structure and the features of the modeled projects. Furthermore, the efficiency and performance of project scheduling and resource allocation algorithms are susceptible to the characteristics of projects. Therefore, the proposed Compound Matrix-Based Project Database (CMPD) collects and consolidates the most frequently used project databases. The proposed Unified Matrix-Based Project-Planning Model (UMP) sparse matrix-based model enables the addition of new features to existing project structures, such as completion priorities, structural flexibility, and quality parameters, to broaden the scope of considered projects and to take account of flexible approaches, such as agile, extreme, and hybrid projects.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10973526PMC
http://dx.doi.org/10.1038/s41597-024-03154-xDOI Listing

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