Title
Automated Multi-Objective Optimization System For Airport Site Layouts
Keywords
Airport construction; Construction management; Construction site; Evolutionary computation; Optimization; Security; Site evaluation; Site preparation
Abstract
Airport construction planners often face the problem of identifying optimal locations for temporary construction facilities on site, as the planned locations of these facilities usually influence important and conflicting planning objectives such as improving the efficiency of construction operations and maintaining safety on site. Careful evaluation of all feasible locations for temporary facilities and the selection of an optimal layout are needed in order to achieve these multiple important objectives. This paper presents the development of a practical automated system to optimize multiple conflicting planning objectives and provide all possible optimal tradeoff solutions among these objectives. The system is implemented and integrated in four main modules: (1) a comprehensive multi-objective optimization engine that integrates and optimizes construction work zone safety, construction-related aviation safety, construction-related airport security, and all relevant site layout costs; (2) a relational database that integrates planning data and stores all the generated optimal solutions; (3) an Input/Output module to facilitate specifying planning and optimization parameters and retrieving the generated optimal site layout solutions; and (4) a visualization module that communicates with external CAD software in order to support the visualization of the generated optimal site layout plans. © 2010 Elsevier B.V. All rights reserved.
Publication Date
7-1-2011
Publication Title
Automation in Construction
Volume
20
Issue
4
Number of Pages
313-320
Document Type
Article
Personal Identifier
scopus
DOI Link
https://doi.org/10.1016/j.autcon.2010.11.001
Copyright Status
Unknown
Socpus ID
79954583036 (Scopus)
Source API URL
https://api.elsevier.com/content/abstract/scopus_id/79954583036
STARS Citation
Khalafallah, Ahmed and El-Rayes, Khaled, "Automated Multi-Objective Optimization System For Airport Site Layouts" (2011). Scopus Export 2010-2014. 2518.
https://stars.library.ucf.edu/scopus2010/2518