Authors
Quang-Vinh Dang, Hana Rudová, Cong Thanh Nguyen
Publication date
2019/7/13
Book
Proceedings of the Genetic and Evolutionary Computation Conference
Pages
224-232
Description
Our work addresses the scheduling of mobile robots for transportation and processing of operations on machines in a flexible manufacturing system. Both mobile robots and automated guided vehicles (AGVs) can transport components among machines in the working space. Nevertheless, the difference is that mobile robots considered in this work can process specific value-added operations, which is not possible for AGVs. This new feature increases complexity as well as computational demands. To summarize, we need to compute a sequence of operations on machines, the robot assignments for transportation, and the robot assignments for processing. The main contribution is the proposal of an adaptive large neighborhood search algorithm with the sets of exploration and exploitation heuristics to solve the problem considering makespan minimization. Experimental evaluation is presented on the existing …
Total citations
2019202021
Scholar articles
QV Dang, H Rudová, CT Nguyen - Proceedings of the Genetic and Evolutionary …, 2019