MCDM'13 - paper no. 6

 

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DECISION MAKER'S PREFERENCES, AIRPORT GATE ASSIGNMENT PROBLEM AND MULTIOBJECTIVE OPTIMISATION

Ignacy Kaliszewski, Janusz Miroforidis, Jarosław Stańczak

Abstract:

We present an application of a methodology we developed earlier to capture a decision maker's preferences in multiobjective environments to a notorious problem in the realm of Air Traffic Management, namely the Airport Gate Assignment Problem. The problem has been modelled as an all-integer optimisation problem with two criteria. We have implemented this methodology into the commercial solver CPLEX and also into an Evolutionary Multiobjective Optimisation algorithm and we have solved with them a numerical instance of the Airport Gate Assignment Problem for a couple of decision making scenarios.

Keywords:

preference capture, airport gate assignment, exact optimization computations, evolutionary optimization computations

Reference index:

Ignacy Kaliszewski, Janusz Miroforidis, Jarosław Stańczak, (2013), DECISION MAKER'S PREFERENCES, AIRPORT GATE ASSIGNMENT PROBLEM AND MULTIOBJECTIVE OPTIMISATION, Multiple Criteria Decision Making (8), pp. 84-100

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Scopus citations in 4 paper(s):
  1. Kaliszewski, I., Miroforidis, J., & Podkopaev, D. (2018). Multiple criteria decision making and multiobjective optimization - A toolbox doi:10.1007/978-3-319-65545-1_13
  2. Kaliszewski, I., Miroforidis, J., & Stańczak, J. (2017). The airport gate assignment problem - multi-objective optimization versus evolutionary multi-objective optimization. Computer Science, 18(1), 41-52. doi:10.7494/csci.2017.18.1.41
  3. Miroforidis, J. (2016). Multiple criteria analysis of the airport terminal effectiveness by multi-objective optimization and simulation. International Journal of Information and Management Sciences, 27(2), 103-115. doi:10.6186/1JIMS.2016.27.2.2
  4. Owsiński, J. W. (2016). Endowing posets with flesh: If, why and how? Partial order concepts in applied sciences (pp. 3-20) doi:10.1007/978-3-319-45421-4_1