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research-article

Bio-inspired Heuristic Network Configuration in Air Transportation System-of-Systems Design Optimization

[+] Author and Article Information
Ibrahim Chamseddine

Department of Mechanical Engineering McGill University Montreal, Canada
ibrahim.chamseddine@mail.mcgill.ca

Michael Kokkolaras

Department of Mechanical Engineering McGill University Montreal, Canada
michael.kokkolaras@mcgill.ca

1Corresponding author.

ASME doi:10.1115/1.4036778 History: Received September 04, 2016; Revised April 27, 2017

Abstract

Previous work in air transportation system-of-systems design optimization considered integrated aircraft sizing, fleet allocation and route network configuration. The associated nested multidisciplinary formulation posed a numerically challenging optimization problem; therefore, direct search methods with convergence properties were used to solve it. However, the complexity of the blackbox is such that it impedes greatly the solution of larger-scale problems, where the number of considered nodes in the route network is high. The research presented here adopts a rule-based route network design inspired by biological transfer principles. This bio-inspired approach decouples the network configuration problem from the optimization loop, leading to significant numerical simplifications. The usefulness of the bio-inspired approach is demonstrated by comparing its results to those obtained using the nested formulation for a 15-city network. We then consider introduction of new aircraft as well as a larger problem with 20 cities.

Copyright (c) 2017 by ASME
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