Dispatching Vehicles in an Intelligent way

Dispatching Vehicles in an Intelligent way

Part 1 : Learning Heuristics and Ad-hoc Policies for ODPDP

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In the last few decades, increased attention has been dedicated to the class of Online Dynamic Pickup and Delivery Problems (ODPDP) due to its significant importance in several transportation areas such as taxi and courier companies, people and organ transportation, and others. These usually are highly dynamic problems as most of the demands are unknown in advance and must be serviced within very tight time intervals. This work addresses a version of ODPDP, motivated by a problem arisen in a local Australian company. They have fixed number of vehicles that every day need to accommodate more th...