Developing Shuffled Frog-Leaping Algorithm (SFLA) Method to Solve Power Load-Constrained TCRTO Problems in Civil Engineering
Joint Authors
Tao, Xingyu
Li, Heng
Mao, Chao
Wang, Chen
Hui Yap, Jeffrey Boon
Sepasgozar, Samad
Shirowzhan, Sara
Rose, Timothy
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-05-02
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
It is extensively acknowledged that excessive on-site electricity power load often causes power failure across a construction site and surrounding residential zones and can result in unforeseen schedule delay, construction quality problems, life inconvenience, and even property loss.
However, energy management, such as power load optimization, has long been ignored in construction scheduling.
This study aims to develop a modified shuffled frog-leaping algorithm (SFLA) approach in project scheduling to aid decision-makers in identifying the best Pareto solution for time-cost-resource trade-off (TCRTO) problems under the constraint of precedence, resource availability, and on-site peak electricity power load.
A mathematical model including three objective functions and five constraints was established followed by the application of the modified SLFA on real-case multiobjective optimization problems in construction scheduling.
The performance of SLFA was compared with that of the nondominated sorting genetic algorithm (NSGA II).
The results showed that the developed new approach was superior in identifying optimal project planning solutions, which could essentially assist on-site power load-oriented schedule decision-making for construction teams.
American Psychological Association (APA)
Tao, Xingyu& Li, Heng& Mao, Chao& Wang, Chen& Hui Yap, Jeffrey Boon& Sepasgozar, Samad…[et al.]. 2019. Developing Shuffled Frog-Leaping Algorithm (SFLA) Method to Solve Power Load-Constrained TCRTO Problems in Civil Engineering. Advances in Civil Engineering،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1115438
Modern Language Association (MLA)
Tao, Xingyu…[et al.]. Developing Shuffled Frog-Leaping Algorithm (SFLA) Method to Solve Power Load-Constrained TCRTO Problems in Civil Engineering. Advances in Civil Engineering No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1115438
American Medical Association (AMA)
Tao, Xingyu& Li, Heng& Mao, Chao& Wang, Chen& Hui Yap, Jeffrey Boon& Sepasgozar, Samad…[et al.]. Developing Shuffled Frog-Leaping Algorithm (SFLA) Method to Solve Power Load-Constrained TCRTO Problems in Civil Engineering. Advances in Civil Engineering. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1115438
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1115438