A New Variant of Dynamic Pickup and Delivery Problem with Time Windows

Varování

Publikace nespadá pod Ústav výpočetní techniky, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.

Autoři

VALENTA Petr RUDOVÁ Hana ATTA Soumen

Rok publikování 2020
Druh Článek ve sborníku
Konference Scheduling and Planning Applications woRKshop (SPARK)
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
www https://icaps20subpages.icaps-conference.org/workshops/spark/
Klíčová slova Dynamic vehicle routing; meta-heuristics; search; logistics
Popis Motivated by the challenges faced by a logistics company, we present a new variant of the dynamic capacitated pickup and delivery problem with time windows (PDPTW) where excessive changes of unaffected routes are undesirable. In real-life scenarios, different dynamism sources such as canceled requests, change of demands, change of pickup, or delivery time windows often disrupt the existing planning of routes. The static PDPTW is solved with the current information about the problem well before executing the routes, such as the previous night. We present an algorithmic idea of a dynamic solver quickly addressing changes that occur due to the dynamism while avoiding excessive modifications to the previous solution. Since the company has not yet the dynamic data, new dynamic instances are generated from the existing static PDPTW instances in the literature. Preliminary results demonstrate that we can quickly incorporate the required changes. Future perspectives of this ongoing work are discussed in the end.
Související projekty:

Používáte starou verzi internetového prohlížeče. Doporučujeme aktualizovat Váš prohlížeč na nejnovější verzi.

Další info