Genetic Algorithms for Construction Time-Cost-Quality Trade-Off: A Road Project Case Study

被引:0
作者
Sorrentino, Mariarosa [1 ]
机构
[1] Univ Bologna, Sch Engn & Architecture, Bologna, Italy
来源
IN BO-RICERCHE E PROGETTI PER IL TERRITORIO LA CITTA E L ARCHITETTURA | 2013年 / 4卷 / 02期
关键词
Construction Management; Key Performance Indicators (KPIs); Time-Cost-Quality trade-off analysis; road construction; Genetic Algorithms (GAs); Multi-objective Optimization;
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Construction projects must satisfy time cost and quality requirements and Project Management is basically focused on this trade-off. In fact, in every project these three parameters are interdependent: it's impossible to change an element without conditioning at least one of the other two. The paper presents the development of a practical and automated system that uses an artificial intelligence technique for the planning of an infrastructural construction work, with the aim of optimizing time-cost-quality simultaneously. The model is developed as a multi-objective genetic algorithm to provide the capability of quantifying and considering quality in construction optimization. The purpose is to provide planners a useful technique to explore all possible project configurations.
引用
收藏
页码:163 / 176
页数:14
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