Research on the fully fuzzy time-cost trade-off based on genetic algorithms
Research on the fully fuzzy time-cost trade-off based on genetic algorithms作者机构:Ship CAD Engineering Center Dalian University of Technology Dalian 116025 China Dalian Shipyard Co. Ltd. Dalian 116005 China
出 版 物:《Journal of Marine Science and Application》 (船舶与海洋工程学报(英文版))
年 卷 期:2005年第4卷第3期
页 面:18-23页
学科分类:07[理学] 070104[理学-应用数学] 0701[理学-数学]
基 金:Supported by the National High-Tech. R&D Program for CIMS (NO. 2003AA414060)
主 题:fuzzy sets ranking fuzzy number genetic algorithms time-cost trade-off
摘 要:It is very difficult to estimate exact values of time and cost of an activity in project scheduling process because many uncertain factors, such as weather, productivity level, human factors etc. , dynamically affect them during project implementation process. A GAs-based fully fuzzy optimal time-cost trade-off model is presented based on fuzzy sets and genetic algorithms (GAs). In tihs model all parameters and variables are characteristics by fuzzy numbers. And then GAs is adopted to search for the optimal solution to this model. The method solves the time-cost trade-off problems under an uncertain environment and is proved practicable through a giving example in ship building scheduling.