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Title:

Integrated Optimization and Simulation Framework for Large-Scale Crowd Management Application

Accession Number:

01593363

Record Type:

Component

Availability:

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Order URL: http://worldcat.org/isbn/9780309441421

Abstract:

This paper introduces an integrated optimization–simulation framework for the formation, scheduling, and path assignment of groups at large-scale, organized events. The framework consists of network analysis, optimization, and simulation components. The first component finds sets of shortest paths for each origin in the network. The optimization component determines the group size, the departure time, and the path under capacity constraints. The objective is minimization of the travel time and matching of the preferred arrival time distribution of different demand units. The simulation component simulates each person in the network according to that person’s path and departure time determined by the previous components. The network performance characteristics supplied by the simulation inform the network analysis and optimization components for the next iteration. The framework is applied to the Jamarat process during the Hajj season in the Kingdom of Saudi Arabia to provide a schedule for 1.5 million people in a given day. The convergence of travel times, demand satisfaction, and level of service is achieved after several iterations.

Monograph Accession #:

01619633

Report/Paper Numbers:

16-3398

Language:

English

Authors:

Verbas, I Ömer
Abdelghany, Ahmed
Mahmassani, Hani S

ORCID 0000-0002-8443-8928

Elfar, Amr

Pagination:

pp 57–66

Publication Date:

2016

Serial:

Transportation Research Record: Journal of the Transportation Research Board

Issue Number: 2560
Publisher: Transportation Research Board
ISSN: 0361-1981

ISBN:

9780309441421

Media Type:

Print

Features:

Figures (7) ; References (35) ; Tables (2)

Geographic Terms:

Subject Areas:

Data and Information Technology; Operations and Traffic Management; Pedestrians and Bicyclists; Planning and Forecasting

Files:

TRIS, TRB, ATRI

Created Date:

Jan 12 2016 5:29PM

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