考虑离散时间成本补偿问题(DTCTP)的非支配NSGA-II遗传算法

Álvaro Julio Cuadros López, José Miguel Villota Rodríguez, José Deyson Velázquez Sánchez
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引用次数: 0

摘要

有时,在安排项目后,有必要缩短其工期。有许多因素迫使持续时间崩溃。一些原因可能是节省成本、提前调试或避免潜在风险。在这种情况下,有必要为活动分配更多的资源,以缩短活动的持续时间,同时尽可能少地投入资金。时间-成本权衡问题是项目调度中的一个重要问题。在本研究中,考虑离散方法,中止了时间-成本权衡问题,并使用非支配遗传算法求解。该应用程序在一个建筑项目中确定了一个Pareto前沿,管理者可以使用该前沿进行决策。经理们能够分析不同的场景,以满足交付日期、成本和范围。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-dominated NSGA-II genetic algorithm for schedule acceleration considering the discrete time-cost compensation problem (DTCTP) in a construction project
Sometimes after scheduling a project, it is necessary to shorten its duration. There are many factors that force to crash the duration. Some reasons may be saving costs, early commissioning or avoiding potential risks. In this case, it is necessary to allocate more resources to activities to shorten their duration while trying to invest as little money as possible. The time–cost tradeoff problem is one important problem in project scheduling. In this study the time–cost tradeoff problem is aborded considering a discrete approach and it is solved using a non-dominated genetic algorithm. The application in a construction project identified a Pareto front that managers could use for decision making. Managers were able to analyze different scenarios to meet delivery date, costs, and scope.
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