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castro antónio j. m.; rocha ana paula; oliveira eugénio - a new approach for disruption management in airline operations control

A New Approach for Disruption Management in Airline Operations Control

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2016
Edizione: Softcover reprint of the original 1st ed. 2014





Trama

Most of the research efforts dealing with airline scheduling have been done on off-line plan optimization. However, nowadays, with the increasingly complex and huge traffic at airports, the real challenge is how to react to unexpected events that may cause plan-disruptions, leading to flight delays.

Moreover these disruptive events usually affect at least three different dimensions of the situation: the aircraft assigned to the flight, the crew assignment and often forgotten, the passengers’ journey and satisfaction.

This book includes answers to this challenge and proposes the use of the Multi-agent System paradigm to rapidly compose a multi-faceted solution to the disruptive event taking into consideration possible preferences of those three key aspects of the problem.

Negotiation protocols taking place between agents that are experts in solving the different problem dimensions, combination of different utility functions and not less important, the inclusion of the human in the automatic decision-making loop make MASDIMA, the system described in this book, well suited for real-life plan-disruption management applications.




Sommario

Background Information.- A New Approach for Disruption Management.- Conclusions.- Appendixes.










Altre Informazioni

ISBN:

9783662520352

Condizione: Nuovo
Collana: Studies in Computational Intelligence
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XXIV, 244 p. 39 illus., 7 illus. in color.
Pagine Arabe: 244
Pagine Romane: xxiv


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