Using the deterministic approach model for project portfolio selection problem (PPSP) solutions

层次分析法 文件夹 计算机科学 选择(遗传算法) 项目组合管理 运筹学 多准则决策分析 目标规划 数学优化 管理科学 过程(计算) 项目管理 人工智能 工程类 数学 系统工程 经济 金融经济学 操作系统
作者
A. O. Mogbojuri,Oludolapo Akanni Olanrewaju
出处
期刊:Heliyon [Elsevier]
卷期号:9 (9): e19129-e19129 被引量:1
标识
DOI:10.1016/j.heliyon.2023.e19129
摘要

Selection of projects using a robust technique is rare as most of the techniques are not considered useful due to the limitation on the number of projects that can be selected as well as cost saving projects not being selected. This study investigated the validity of a hybrid model − integrated analytical hierarchy process-goal programming (AHP-GP) − to avoid project portfolio selection problems delaying community development.The proposed model includes two steps: AHP to determine the project criteria, the relative importance of weights, and priority preferences, while the GP model was formulated to select the optimal projects. An empirical study on government agencies was carried out to validate the proposed model, and the results compared against GP as a standalone to solve the same problem. The results proved that the hybrid model (AHP-GP) was better than the GP model. AHP-GP has proved to be a robust mechanism most suitable for managerial use due to its ability to handle multi-criteria decision-making (MCDM) situations. This study showed that the hybrid model can select more projects and will create more jobs in the communities concerned compared to the single model (GP). The novelty of this study is the introduction of an integrated model formed from two distinct models as a deterministic approach to solving project portfolio selection problems.
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