Optimization of Warehouse Operations with Genetic Algorithms

Optimization of Warehouse Operations with Genetic Algorithms

We present a complete, fully automatic solution based on genetic algorithms for the optimization of discrete product placement and of order picking routes in a warehouse. The solution takes as input the warehouse structure and the list of orders and returns the optimized product placement, which min...

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Bibliographic Details
Main Authors: Mirosław Kordos, Jan Boryczko, Marcin Blachnik, Sławomir Golak
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Applied Sciences
Subjects:
warehouse optimization
genetic algorithms
crossover
Online Access:https://www.mdpi.com/2076-3417/10/14/4817

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