DocumentCode :
1290880
Title :
Time-Cost Tradeoff Analysis in Project Management: An Ant System Approach
Author :
Mokhtari, Hadi ; Kazemzadeh, Reza Baradaran ; Salmasnia, Ali
Author_Institution :
Dept. of Ind. Eng., Tarbiat Modares Univ., Tehran, Iran
Volume :
58
Issue :
1
fYear :
2011
Firstpage :
36
Lastpage :
43
Abstract :
The time-cost tradeoff problem (TCTP) is an important issue in the scheduling of industrial projects; it is often possible to expedite the completion of certain activities by increasing the budget. This paper develops a new approach for the discrete TCTP (DTCTP) in program evaluation and review technique networks of project management, in which activities have multimode discrete cost functions and activity durations are normally distributed. Moreover, the first application of the ant colony system (ACS) is applied to the stochastic DTCTP, solving it as a nonlinear zero-one problem. To illustrate the suggested approach, a numerical example is discussed and an overall efficiency measure is developed to set the ACS parameters so as to reach more accurate results with less computational time. The results obtained from the computational study demonstrate the effectiveness of the suggested approach for the DTCTP.
Keywords :
optimisation; project management; scheduling; ant system approach; budget; discrete TCTP; industrial projects; multimode discrete cost functions; nonlinear zero-one problem; project management; scheduling; stochastic DTCTP; time-cost tradeoff analysis; Biological system modeling; Computer crashes; Cost function; Mathematical model; Project management; Stochastic processes; Time measurement; Ant system; discrete optimization; program evaluation and review technique (PERT) networks; project scheduling; time-cost tradeoff;
fLanguage :
English
Journal_Title :
Engineering Management, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9391
Type :
jour
DOI :
10.1109/TEM.2010.2058859
Filename :
5545387
Link To Document :
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