Volume 77, Issue 2 pp. 341-358
SPECIAL ISSUE ARTICLE

Large-scale zone-based evacuation planning, Part II: Macroscopic and microscopic evaluations

Mohd. Hafiz Hasan

Mohd. Hafiz Hasan

Computer Science and Engineering, University of Michigan, Ann Arbor, Michigan, USA

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Pascal Van Hentenryck

Corresponding Author

Pascal Van Hentenryck

Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA

Correspondence

Pascal Van Hentenryck, Georgia Institute of Technology, Atlanta, GA 30332.

Email: [email protected]

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First published: 07 September 2020
Citations: 9

Abstract

A companion paper introduces models and algorithms for large-scale zone-based evacuation planning in which each evacuation zone is assigned a path to safety and a departure time. It also shows how to combine zone-based evacuations with contraflows and impose additional path-convergence and nonpreemptive constraints. This paper evaluates these algorithms on a real, large-scale case study, both from a macroscopic standpoint and through microscopic simulations under a variety of assumptions. The results quantify, for the first time, the benefits and limitations of contraflows, convergent plans, and nonpreemption, providing unique perspectives on how to deploy these algorithms in practice. They also highlight the approaches best suited to capture each of these design features and the computational burden they impose. The paper also suggests new directions for future research in zone-based evacuation planning and beyond in order to address the fundamental challenges by emergency services around the world.

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