SIMULATION MODELING OF INVESTMENT PROJECTS IN THE SERVICE SECTOR

V. Dzis, Olena Dyachynska
{"title":"SIMULATION MODELING OF INVESTMENT PROJECTS IN THE SERVICE SECTOR","authors":"V. Dzis, Olena Dyachynska","doi":"10.30525/2661-5150/2022-1-9","DOIUrl":null,"url":null,"abstract":"Scientific article is devoted to researching the possibility of developing a simulation model of an investment project for a travel agency. In recent years, the tourism industry in the world is experiencing rapid development. The development of the tourism industry requires new investments. The investor must assess the degree of risks, the likelihood of profit or loss. It is noted that the most important advantage of simulation modeling is that it makes it possible to study economic systems at the design stage. Due to this, simulation models can be used as a universal tool in making appropriate decisions under conditions of uncertainty and taking into account those factors that are difficult to predict and take into account, which is why simulation is so often used in the development of investment projects. When assessing the risks of investment projects, the collection of information requires significant financial expenses, is quite time-consuming, and sometimes impossible. The subject of the study is a set of the theoretical, methodological and organizational problems related to the management decisions regarding the investment of the projects in the field of tourism. The methodology is based on the stochastic simulation modeling of economic processes. The aim of the study is to develop a simulation model for an investment project in the tourism sector, which will allow the investor to appreciate the degree of the risk and the likelihood of return on the investment. The article reveals the features of computer simulation in the MathCAD system. It is proved that it is convenient to develop simulation models of investment projects in the MathCAD system. It has a powerful mathematical support, remains one of the systems in which the description of the solution of mathematical problems is given with the use of conventional mathematical formulas and symbols and does not require special training in programming. The simulation model of the investment project of the travel agency was developed in the MathCAD system. Statistical processing of the results of the experiments with the model has been carried out. The necessity of the detailed study of critical intervals of the histogram at the transition from loss-making to profitable NPV values has been substantiated. Based on the results of simulation experiments with the model, the errors of the model were estimated, the law of NPV random variables distribution was established. The developed simulation model allows the investor to estimate the risk factor, the probability of profit or loss from the investment, to assess the possible uncertainty of the results of their own decision to invest in the project. Conclusion: the simulation model of the investment project built and investigated in MathCAD system allows investor to estimate the risk factor, probability of profit or loss for choosing the optimal pricing policy and optimization of economic strategy of tourist agency.","PeriodicalId":34091,"journal":{"name":"Three Seas Economic Journal","volume":"26 11 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Three Seas Economic Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30525/2661-5150/2022-1-9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Scientific article is devoted to researching the possibility of developing a simulation model of an investment project for a travel agency. In recent years, the tourism industry in the world is experiencing rapid development. The development of the tourism industry requires new investments. The investor must assess the degree of risks, the likelihood of profit or loss. It is noted that the most important advantage of simulation modeling is that it makes it possible to study economic systems at the design stage. Due to this, simulation models can be used as a universal tool in making appropriate decisions under conditions of uncertainty and taking into account those factors that are difficult to predict and take into account, which is why simulation is so often used in the development of investment projects. When assessing the risks of investment projects, the collection of information requires significant financial expenses, is quite time-consuming, and sometimes impossible. The subject of the study is a set of the theoretical, methodological and organizational problems related to the management decisions regarding the investment of the projects in the field of tourism. The methodology is based on the stochastic simulation modeling of economic processes. The aim of the study is to develop a simulation model for an investment project in the tourism sector, which will allow the investor to appreciate the degree of the risk and the likelihood of return on the investment. The article reveals the features of computer simulation in the MathCAD system. It is proved that it is convenient to develop simulation models of investment projects in the MathCAD system. It has a powerful mathematical support, remains one of the systems in which the description of the solution of mathematical problems is given with the use of conventional mathematical formulas and symbols and does not require special training in programming. The simulation model of the investment project of the travel agency was developed in the MathCAD system. Statistical processing of the results of the experiments with the model has been carried out. The necessity of the detailed study of critical intervals of the histogram at the transition from loss-making to profitable NPV values has been substantiated. Based on the results of simulation experiments with the model, the errors of the model were estimated, the law of NPV random variables distribution was established. The developed simulation model allows the investor to estimate the risk factor, the probability of profit or loss from the investment, to assess the possible uncertainty of the results of their own decision to invest in the project. Conclusion: the simulation model of the investment project built and investigated in MathCAD system allows investor to estimate the risk factor, probability of profit or loss for choosing the optimal pricing policy and optimization of economic strategy of tourist agency.
服务业投资项目的仿真建模
本文研究开发旅行社投资项目模拟模型的可能性。近年来,世界旅游业正经历着快速的发展。旅游业的发展需要新的投资。投资者必须评估风险的程度,盈利或亏损的可能性。值得注意的是,仿真建模最重要的优点是,它使得在设计阶段研究经济系统成为可能。正因为如此,模拟模型可以作为一种通用的工具,在不确定的条件下做出适当的决策,并考虑到那些难以预测和考虑的因素,这就是为什么在投资项目的开发中经常使用模拟。在评估投资项目的风险时,信息的收集需要大量的财务费用,相当耗时,有时甚至是不可能的。本研究的主题是一套理论,方法和组织的问题,有关的管理决策有关的投资项目在旅游领域。该方法是基于经济过程的随机模拟建模。本研究的目的是为旅游部门的投资项目开发一个模拟模型,这将使投资者能够了解风险的程度和投资回报的可能性。本文揭示了计算机仿真在MathCAD系统中的特点。实践证明,在MathCAD系统中开发投资项目仿真模型非常方便。它有强大的数学支持,仍然是用传统的数学公式和符号来描述数学问题的解决方案的系统之一,不需要在编程方面的特殊训练。在MathCAD系统中建立了旅行社投资项目的仿真模型。用该模型对实验结果进行了统计处理。详细研究NPV值从亏损向盈利转变的直方图临界区间的必要性已经得到证实。根据模型的仿真实验结果,估计了模型的误差,建立了NPV随机变量的分布规律。所开发的仿真模型允许投资者估计风险因素,从投资中获利或亏损的概率,以评估他们自己决定投资项目的结果可能存在的不确定性。结论:通过在MathCAD系统中建立和研究的投资项目仿真模型,投资者可以估算出风险因素、盈亏概率,从而选择最优的定价政策,优化旅行社的经济策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
审稿时长
12 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书