GENETIC ALGORITHM FOR SOLVING A MULTI-OBJECTIVE HELICOPTER ROUTING PROBLEM

Fubin Qian

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Paper

GENETIC ALGORITHM FOR SOLVING A MULTI-OBJECTIVE HELICOPTER ROUTING PROBLEM

Topics: Optimization; Risk Management; Routing

In Proceedings of the 1st International Conference on Operations Research and Enterprise Systems ICORES - Volume 1, 458-461, 2012 , Vilamoura, Algarve, Portugal

Author: Fubin Qian

Affiliation: Molde University College, Norway

Keyword(s): Helicopter routing problem, Pickup and delivery routing problem, Multi-objective optimization, Genetic algorithm.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Methodologies and Technologies ; Operational Research ; Optimization ; Risk Management ; Routing ; Software Engineering ; Software Project Management ; Symbolic Systems

Abstract: The petroleum industry uses helicopters to transport employees to and from the offshore installations. The helicopter transportation represents a major risk for the employees. The helicopter routing problem is an application of vehicle routing problem with combined pickup and delivery demands, which usually minimizes the total cost of the routes and the fleet size (the number of routes) in a classical form. It is also of interest to minimize the transportation risk. In this paper, a multi-objective genetic algorithm is presented for the helicopter routing problem. The algorithm uses a variation of the cluster-first route-second method for routing helicopters. We apply the proposed algorithm to instances derived from real data and evaluate its effectiveness by comparing with e-constraint approach with a state-of-the-art single-objective tabu search metaheuristic.

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Paper citation in several formats:

Qian, F. (2012). GENETIC ALGORITHM FOR SOLVING A MULTI-OBJECTIVE HELICOPTER ROUTING PROBLEM. In Proceedings of the 1st International Conference on Operations Research and Enterprise Systems - ICORES; ISBN 978-989-8425-97-3; ISSN 2184-4372, SciTePress, pages 458-461. DOI: 10.5220/0003830904580461

@conference{icores12,
author={Fubin Qian.},
title={GENETIC ALGORITHM FOR SOLVING A MULTI-OBJECTIVE HELICOPTER ROUTING PROBLEM},
booktitle={Proceedings of the 1st International Conference on Operations Research and Enterprise Systems - ICORES},
year={2012},
pages={458-461},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003830904580461},
isbn={978-989-8425-97-3},
issn={2184-4372},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Operations Research and Enterprise Systems - ICORES
TI - GENETIC ALGORITHM FOR SOLVING A MULTI-OBJECTIVE HELICOPTER ROUTING PROBLEM
SN - 978-989-8425-97-3
IS - 2184-4372
AU - Qian, F.
PY - 2012
SP - 458
EP - 461
DO - 10.5220/0003830904580461
PB - SciTePress