Time and finance optimization model for multiple construction projects using genetic algorithm

Author:

Hasan Musaab Falih1,Mohammed Sawsan Rasheed1

Affiliation:

1. Department of Civil Engineering, University of Baghdad , Baghdad , Iraq

Abstract

Abstract Construction contractors usually undertake multiple construction projects simultaneously. Such a situation involves sharing different types of resources, including monetary, equipment, and manpower, which may become a major challenge in many cases. In this study, the financial aspects of working on multiple projects at a time are addressed and investigated. The study considers dealing with financial shortages by proposing a multi-project scheduling optimization model for profit maximization, while minimizing the total project duration. Optimization genetic algorithm and finance-based scheduling are used to produce feasible schedules that balance the finance of activities at any time with the available funds. The model has been tested in multi scenarios, and the results are analyzed. The results show that negative cash flow is minimized from −693,784 to −634,514 in enterprise I and from −2,646,408 to −2,529,324 in enterprise II in the first scenario and also results show that negative cash flow is minimized to −612,768 with a profit of +200,116 in enterprise I and to −2,597,290 with a profit of +1,537,632 in enterprise II in the second scenario.

Publisher

Walter de Gruyter GmbH

Subject

Mechanics of Materials,Materials Science (miscellaneous)

Reference14 articles.

1. Park HK, Han SH, Russell JS. Cash flow forecasting model for general contractors using moving weights of cost categories. J Manag Eng. 2005 Oct;21(4):164–72.

2. Ahuja HN, Dozzi SP, Abourizk SM. Project management: techniques in planning and controlling construction projects. Hoboken (NJ), US: John Wiley & Sons; 2014.

3. Melik S. Cash flow analysis of construction projects using fuzzy set theory [dissertation]. Ankara: Middle East Technical University; 2010.

4. Alavipour SR, Arditi D. Time-cost tradeoff analysis with minimized project financing cost. Autom Constr. 2019 Feb 1;98:110–21.

5. He W, Shi Y, Kong D. Optimization model calculation of construction cost and time based on genetic algorithm. IOP Conf Ser: Earth Environ Sci. 2019;242(6):062044.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3