An Optimal Electronic Project Portfolio under Conditions of Uncertainty and Interactions between Projects

被引:2
作者
Afanasyev, Valentin Ya [1 ]
Ukolov, Vladimir F. [2 ]
Lyubimova, NataliaG [3 ]
机构
[1] State Univ Management, Dept Fuel & Energy Complex, Moscow, Russia
[2] Peoples Friendship Univ Russia, Dept Management Digital Enterprise Fuel & Energy, Moscow, Russia
[3] State Univ Management, Dept Econ & Management Fuel & Energy Complex, Moscow, Russia
来源
INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS | 2021年 / 20卷 / 04期
基金
俄罗斯基础研究基金会;
关键词
Multi-Criteria Decision Making; Electronic Power Market; Project Portfolio; Gray Numbers; Project Optimization; 6 SIGMA METHODOLOGY; OPTIMIZATION; SELECTION;
D O I
10.7232/iems.2021.20.4.536
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Today, organizations are faced with a multitude of projects and investment opportunities, which has made the decision to choose an organizational project due to the complexity of project evaluation and also limited resources face many challenges. Many studies have been performed to present and evaluate the performance of models and algorithms of project portfolio optimization However, in terms of interactions between projects, many of these studies have been overlooked. This article deals with the issue of electronic project portfolio selection by considering the interactions between projects. For this purpose, a new one-objective linear programming model of integers zero and one, based on gray theory and in conditions of uncertainty, has been developed. In this regard, two multi-criteria utility objective functions have been developed to investigate the conditions for interactions. Finally, the performance of the proposed model is evaluated with a numerical example and the results of its implementation are presented. The results show that the organizational project portfolio selection model has a better performance compared to ignoring these effects by considering the interactions between projects. In fact, the proposed model illustrates the fact that considering the interactions in the project portfolio selection process will create synergies and prevent the selection of projects that are competitive with each other.
引用
收藏
页码:536 / 547
页数:12
相关论文
共 15 条
[11]  
Hsien-Lun Wong, 2015, Applied Mechanics and Materials, V764-765, P975, DOI 10.4028/www.scientific.net/AMM.764-765.975
[12]   Successful project portfolio management beyond project selection techniques: Understanding the role of structural alignment [J].
Kaiser, Michael G. ;
El Arbi, Fedi ;
Ahlemann, Frederik .
INTERNATIONAL JOURNAL OF PROJECT MANAGEMENT, 2015, 33 (01) :126-139
[13]  
Shou Y, 2014, J SYST MANAGE, V23, P489
[14]   Genetic algorithm-based multi-criteria project portfolio selection [J].
Yu, Lean ;
Wang, Shouyang ;
Wen, Fenghua ;
Lai, Kin Keung .
ANNALS OF OPERATIONS RESEARCH, 2012, 197 (01) :71-86
[15]   Evaluating methods of investment project and optimizing models of portfolio selection in fuzzy uncertainty [J].
Zhang, Wei-Guo ;
Mei, Qin ;
Lu, Qian ;
Xiao, Wei-Lin .
COMPUTERS & INDUSTRIAL ENGINEERING, 2011, 61 (03) :721-728