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Optimization of Buffer Times and Recovery Actions in Liner Shipping Networks

Mehdi Sharifyazdi (Institutionen för matematiska vetenskaper ; Institutionen för matematiska vetenskaper, matematik) ; Rommert Dekker ; Judith Mulder

The main goal of this paper is to develop a method to help liner shipping networks to cope with delay and its costs. To do so, the paper studies two types of policies to prevent and recover delay, firstly, to assign buffer times to different stages of a trip in the scheduling and secondly, to perform recovery actions during the trip in case delay occurs. A mathematical optimization model is formulated to determine how these policies should be implemented in order to minimize the total cost of the trip including delay cost and cost of recovery actions. The model formulates delay as a stochastic phenomenon depending on exogenous factors, recovery actions and buffer times. To solve the model, the paper develops a two-phase global optimization algorithm based on stochastic dynamic programming. The first phase tries to find a good feasible solution for the problem and the second phase finds the optimal solution by a branch and bound algorithm. Finally, the algorithm is tested on a real problem and finds its optimal solution in a short time.

Nyckelord: Liner Shipping, Delay Management, Dynamic Programming, Time Tabling, Scheduling, Recovery Actions, Buffer Time

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Denna post skapades 2012-01-12.
CPL Pubid: 152577


Institutioner (Chalmers)

Institutionen för matematiska vetenskaperInstitutionen för matematiska vetenskaper (GU)
Institutionen för matematiska vetenskaper, matematik (2005-2016)


Optimeringslära, systemteori
Övrig industriell teknik och ekonomi

Chalmers infrastruktur