Neural Network Computing Model for Highway Construction Project Scheduling and Management

Neural Network Computing Model for Highway Construction Project Scheduling and Management
Author :
Publisher :
Total Pages : 182
Release :
ISBN-10 : NWU:35556031844707
ISBN-13 :
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Book Synopsis Neural Network Computing Model for Highway Construction Project Scheduling and Management by : Hojjat Adeli

Download or read book Neural Network Computing Model for Highway Construction Project Scheduling and Management written by Hojjat Adeli and published by . This book was released on 1999 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: A general mathematical formulation has been developed for scheduling of construction projects and applied to the problem of highway construction scheduling. Repetitive and non-repetitive tasks, work continuity considerations, multiple-crew strategies, and the effects of varying job conditions on the performance of a crew can be modeled. An optimization formulation is presented for the construction project scheduling problem with the goal of minimizing the direct construction cost. The nonlinear optimization problem is then solved by the recently patented neural dynamics model of Adeli and Park (United States patent number 5,815,394 issued on September 29, 1998). For any given construction duration, the model yields the optimum construction schedule for minimum construction cost automatically. By varying the construction duration, one can solve the cost-duration trade-off problem and obtain the global optimum schedule and the corresponding minimum construction cost.


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