A New Model for the selection of Information Technology Project in a Neutrosophic Environment

Q1 Mathematics
Maikel Leyva-Vázquez, Miguel A. Quiroz-Martínez, Yoenia Portilla-Castell, J. R. Hechavarría-Hernández, E. González-Caballero
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引用次数: 14

Abstract

. Usually, companies confront the difficulty to make the best decision about the way to invest their recourses in different project alternatives. The company acquires competitive advantages when their software development projects are well evaluated and correctly selected. Selecting projects in the Information Technology field presents challenges in many senses; e.g., the difficulty that entails assessing intangible benefits, projects are interdependent and companies impose self-constraints. In addition, the framework to make the decision is generally uncertain with many unknown factors. This paper aims to propose a model that integrates methods, techniques and tools such as the Balanced Scorecard Model, neutrosophic Analytic Hierarchy Process and zero-one linear programming. The proposed model is designed to select the best portfolio of Information Technology projects, it overcomes the ob-stacles mentioned above and can be coherently incorporated in the strategic plan process of any company. In addition, it eases the course of experts’ decision making, because it is based on Neutrosophy and hence incorporates the indeterminacy term. Neutrosophic sets extend classical sets, fuzzy sets and intuitionistic fuzzy sets.. Fuzzy set models are based on the degree of membership of an element to a set. It has been applied in many areas of knowledge, including decision making.
中性环境下信息技术项目选择的新模型
。通常,公司面临的困难是如何在不同的项目选择中投资他们的资源做出最佳决策。当他们的软件开发项目得到很好的评估和正确的选择时,公司就获得了竞争优势。选择信息技术领域的项目在很多方面都存在挑战;例如,需要评估无形利益的困难,项目是相互依赖的,公司施加自我约束。此外,决策的框架通常是不确定的,有许多未知因素。本文旨在提出一个综合了平衡计分卡模型、中性层次分析法和零- 1线性规划等方法、技术和工具的模型。所提出的模型旨在选择最佳的信息技术项目组合,它克服了上述障碍,可以连贯地纳入任何公司的战略计划过程。此外,它还简化了专家决策的过程,因为它基于中性哲学,因此包含了不确定性项。中性集是经典集、模糊集和直觉模糊集的扩展。模糊集模型基于元素对集合的隶属度。它已被应用于许多知识领域,包括决策。
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来源期刊
Neutrosophic Sets and Systems
Neutrosophic Sets and Systems COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
4.50
自引率
0.00%
发文量
0
审稿时长
7 weeks
期刊介绍: Neutrosophic Sets and Systems (NSS) is an academic journal, published bimonthly online and on paper, that has been created for publications of advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics etc. and their applications in any field.
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