Assessing the profitability of investment projects using ordered fuzzy numbers

Background: This article is motivated by the fact that most approaches to capital budgeting are deterministic. In reality, the capital budgeting problem is accompanied by the uncertainty and risk associated with dealing with imprecise data. Taking this uncertainty into account when performing analys...

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Main Authors: Iwona Pisz, Anna Chwastyk, Iwona Łapuńka
Format: Article
Language:English
Published: Poznań School of Logistics 2019-09-01
Series:LogForum
Subjects:
NPV
Online Access:http://www.logforum.net/vol15/issue3/no6/15_3_6_19.pdf
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spelling doaj-ec9a6e1e7ab94df0a6bc8830ddfef15a2020-11-24T21:14:46ZengPoznań School of LogisticsLogForum1734-459X2019-09-01153Assessing the profitability of investment projects using ordered fuzzy numbersIwona Pisz0Anna Chwastyk1Iwona Łapuńka2Opole University, Opole, PolandOpole University of Technology, Opole, PolandOpole University of Technology, Opole, PolandBackground: This article is motivated by the fact that most approaches to capital budgeting are deterministic. In reality, the capital budgeting problem is accompanied by the uncertainty and risk associated with dealing with imprecise data. Taking this uncertainty into account when performing analyses and calculations not only helps to better measure the profitability of investment projects, but also to expand the applicability of capital budgeting methods under real-life or uncertain conditions. The major contribution of this paper is the development of a novel approach to assessing the profitability of an investment project in the presence of uncertainty. Methods: We present a novel approach for incorporating uncertainty into how the profitability of investment projects is assessed, which we term Ordered Fuzzy Net Present Value (OFNPV). The proposed method measures the level of investment project effectiveness using a model based on ordered fuzzy numbers (OFNs). In addition, ordered fuzzy numbers are used to describe changes to the investment parameters in the assumed time horizon. This paper illustrates an implementation of the proposed technique using a numerical example of an investment process in the logistics department of a company. Results: The use of the proposed method based on OFNs allows experts to gauge the real-life accuracy of the considered phenomenon, and to express their assessment of its dynamic changes. This is vital to the problem of profitability assessment in investment projects. Conclusions: Our approach offers a new perspective on the problem of investment in projects and constitutes an effective tool for assessing the profitability of investment projects. This tool could constitute a valuable source of knowledge for investors involved in decision-making processes.http://www.logforum.net/vol15/issue3/no6/15_3_6_19.pdfprojectinvestment projectcapital budgetingNPVfuzzy numberordered fuzzy number
collection DOAJ
language English
format Article
sources DOAJ
author Iwona Pisz
Anna Chwastyk
Iwona Łapuńka
spellingShingle Iwona Pisz
Anna Chwastyk
Iwona Łapuńka
Assessing the profitability of investment projects using ordered fuzzy numbers
LogForum
project
investment project
capital budgeting
NPV
fuzzy number
ordered fuzzy number
author_facet Iwona Pisz
Anna Chwastyk
Iwona Łapuńka
author_sort Iwona Pisz
title Assessing the profitability of investment projects using ordered fuzzy numbers
title_short Assessing the profitability of investment projects using ordered fuzzy numbers
title_full Assessing the profitability of investment projects using ordered fuzzy numbers
title_fullStr Assessing the profitability of investment projects using ordered fuzzy numbers
title_full_unstemmed Assessing the profitability of investment projects using ordered fuzzy numbers
title_sort assessing the profitability of investment projects using ordered fuzzy numbers
publisher Poznań School of Logistics
series LogForum
issn 1734-459X
publishDate 2019-09-01
description Background: This article is motivated by the fact that most approaches to capital budgeting are deterministic. In reality, the capital budgeting problem is accompanied by the uncertainty and risk associated with dealing with imprecise data. Taking this uncertainty into account when performing analyses and calculations not only helps to better measure the profitability of investment projects, but also to expand the applicability of capital budgeting methods under real-life or uncertain conditions. The major contribution of this paper is the development of a novel approach to assessing the profitability of an investment project in the presence of uncertainty. Methods: We present a novel approach for incorporating uncertainty into how the profitability of investment projects is assessed, which we term Ordered Fuzzy Net Present Value (OFNPV). The proposed method measures the level of investment project effectiveness using a model based on ordered fuzzy numbers (OFNs). In addition, ordered fuzzy numbers are used to describe changes to the investment parameters in the assumed time horizon. This paper illustrates an implementation of the proposed technique using a numerical example of an investment process in the logistics department of a company. Results: The use of the proposed method based on OFNs allows experts to gauge the real-life accuracy of the considered phenomenon, and to express their assessment of its dynamic changes. This is vital to the problem of profitability assessment in investment projects. Conclusions: Our approach offers a new perspective on the problem of investment in projects and constitutes an effective tool for assessing the profitability of investment projects. This tool could constitute a valuable source of knowledge for investors involved in decision-making processes.
topic project
investment project
capital budgeting
NPV
fuzzy number
ordered fuzzy number
url http://www.logforum.net/vol15/issue3/no6/15_3_6_19.pdf
work_keys_str_mv AT iwonapisz assessingtheprofitabilityofinvestmentprojectsusingorderedfuzzynumbers
AT annachwastyk assessingtheprofitabilityofinvestmentprojectsusingorderedfuzzynumbers
AT iwonałapunka assessingtheprofitabilityofinvestmentprojectsusingorderedfuzzynumbers
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