A NOVEL DECISION SUPPORT SYSTEM FOR DISCRETE COST-CO2 EMISSION TRADE-OFF IN CONSTRUCTION PROJECTS: THE USAGE OF IMITATE GENETIC ALGORITHM

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BEHESHTI NIA MOHAMMAD ALI; FARAZMAND NAHID

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Journal: JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT Year:2015 | Volume:7 | Issue:1 Page(s): 23-48

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Title

A NOVEL DECISION SUPPORT SYSTEM FOR DISCRETE COST-CO2 EMISSION TRADE-OFF IN CONSTRUCTION PROJECTS: THE USAGE OF IMITATE GENETIC ALGORITHM

Author(s)

BEHESHTI NIA MOHAMMAD ALI | FARAZMAND NAHID | Issue Writer Certificate

Keywords

CARBON DIOXIDE EMISSIONQ2

COST-CO2 EMISSION TRADE-OFFQ2

DECISION SUPPORT SYSTEMQ2

GENETIC ALGORITHMQ2

Abstract

Under an intensive competitive environment, the construction industry is facing pressure to meet the higher customer expectations under a tighter budget. On the other hand, construction is one of the main sectors generating greenhouse gases. According to published statistics, construction industry is one of the most important resources of greenhouse emissions in the world. Therefore, based on the growing attention to the environment situation and according to the enabler capabilities of the DECISION SUPPORT SYSTEMs, in this paper, a GENETIC ALGORITHM-based DECISION SUPPORT SYSTEM for solving a trade-off problem between the cost and the amount of CO2 emissions in construction projects is proposed. The GENETIC ALGORITHM proposing here is the new algorithm, named “imitate GENETIC ALGORITHM”. For showing the reliability of the proposed algorithm, the results of its application have been compared with the results of classic GENETIC ALGORITHM for 108 problems with different sizes. The results show the excellence of the proposed algorithm in comparison with classic GENETIC ALGORITHM.

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APA: Copy

BEHESHTI NIA, MOHAMMAD ALI, & FARAZMAND, NAHID. (2015). A NOVEL DECISION SUPPORT SYSTEM FOR DISCRETE COST-CO₂ EMISSION TRADE-OFF IN CONSTRUCTION PROJECTS: THE USAGE OF IMITATE GENETIC ALGORITHM. JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, 7(1), 23-48. SID. https://sid.ir/paper/140461/en

Vancouver: Copy

BEHESHTI NIA MOHAMMAD ALI, FARAZMAND NAHID. A NOVEL DECISION SUPPORT SYSTEM FOR DISCRETE COST-CO₂ EMISSION TRADE-OFF IN CONSTRUCTION PROJECTS: THE USAGE OF IMITATE GENETIC ALGORITHM. JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT[Internet]. 2015;7(1):23-48. Available from: https://sid.ir/paper/140461/en

IEEE: Copy

MOHAMMAD ALI BEHESHTI NIA, and NAHID FARAZMAND, “A NOVEL DECISION SUPPORT SYSTEM FOR DISCRETE COST-CO₂ EMISSION TRADE-OFF IN CONSTRUCTION PROJECTS: THE USAGE OF IMITATE GENETIC ALGORITHM,” JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, vol. 7, no. 1, pp. 23–48, 2015, [Online]. Available: https://sid.ir/paper/140461/en

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