Simulation Optimisation and Monitoring in Tactical and Operational Planning of Deliveries

24th European Modeling and Simulation Symposium (EMSS 2012): Proceedings 2012
Gaļina Merkurjeva, Vitālijs Boļšakovs

Data mining, simulation, heuristic optimisation and monitoring techniques are applied to improve complex planning decisions at tactical and operational levels. The paper presents an integrated approach to product delivery planning and scheduling built on integration of these technologies. A business case in tactical and operational planning of deliveries is given in the paper. Cluster analysis of dynamic demand is described. The region clustering of customers is performed through multi-objective optimisation. Vehicle scheduling is introduced and performed for the routed solution.

Atslēgas vārdi
clustering, simulation, metaheuristics, optimisation, tactical planning, vehicle routing, scheduling

Merkurjeva, G., Boļšakovs, V. Simulation Optimisation and Monitoring in Tactical and Operational Planning of Deliveries. No: 24th European Modeling and Simulation Symposium (EMSS 2012): Proceedings, Austrija, Vienna, 19.-21. septembris, 2012. Rende: DIME, University of Genoa, 2012, 226.-231.lpp. ISBN 978-88-97999-01-0.

Publikācijas valoda
English (en)