Resource Planning and Works Schedule Optimization of an IT Project with Use of the General Linearization Algorithm

The article considers a modern approach to project management in conditions of complex non-linear dependencies and limited resources. One of the key tasks in the project management consists in efficient planning of resources and optimization of the works schedule, which enables cost minimization, good adherence to the project milestones and high quality of results. However, many real IT projects include complicated interdependencies and restrictions that can be described by nonlinear models with complication of their optimization process. Usage of the general linearization algorithm for nonlinear problems proposes an innovative approach to simplification and solution of complicated planning problems. Linearization allows converting nonlinear models into linear forms being more suitable for calculation, which facilitates using the methods of linear programming. This is especially important under conditions of restricted resources and rigorous time and budget limitations of an IT project. This article becomes topical due to the fact that it considers efficient methods of applying the general linearization algorithm for improving the project management.

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Published
2024-10-16
DOI
https://doi.org/10.1109/csit65290.2024.10982595
Primary Topic
Information Systems and Technology Applications
Type
article
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article

Resource Planning and Works Schedule Optimization of an IT Project with Use of the General Linearization Algorithm

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article

Resource Planning and Works Schedule Optimization of an IT Project with Use of the General Linearization Algorithm

Nataliia Kunanets, Serhii Titov, Eugeniy Trushliakov, Serhii Chernov, Liubava Chernova, Liudmyla Chernova
article en

Abstract

The article considers a modern approach to project management in conditions of complex non-linear dependencies and limited resources. One of the key tasks in the project management consists in efficient planning of resources and optimization of the works schedule, which enables cost minimization, good adherence to the project milestones and high quality of results. However, many real IT projects include complicated interdependencies and restrictions that can be described by nonlinear models with complication of their optimization process. Usage of the general linearization algorithm for nonlinear problems proposes an innovative approach to simplification and solution of complicated planning problems. Linearization allows converting nonlinear models into linear forms being more suitable for calculation, which facilitates using the methods of linear programming. This is especially important under conditions of restricted resources and rigorous time and budget limitations of an IT project. This article becomes topical due to the fact that it considers efficient methods of applying the general linearization algorithm for improving the project management.

Admiral Makarov National University of Shipbuilding (UA), Lviv Polytechnic National University (UA)
Decent work and economic growth
Openalex Percentile: Top 52%
Information Systems and Technology Applications
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