A Hybrid Algorithm for Automated Guided Vehicle Routing Problem

Yıl 2016, Cilt: 4 Sayı: Special Issue-1, 158 - 161, 26.12.2016

Cansu Söyleyici Sinem Bozkurt Keser

Öz

Nowadays, automatic systems become crucial in many factories to achieve
some tasks such as minimizing cost, maximizing efficiency, quality, and
reliability. The planning is important for manufacturing systems to adopt
changing conditions. Also, manufacturers want to obtain fast, reliable,
qualified and economic products. Flexible Manufacturing Systems (FMSs) are used
to meet this need. FMSs make production fast, qualified, reliable and economic
by using computer-controlled structure that includes robots and transportation
systems. Automated Guided Vehicles (AGVs) and FMS are thought to be integrated
because FMSs use AGVs as a part of transportation in the factory. AGVs are used
to carry loads, in other words products, in production areas, warehouses,
factories that use magnets, landmarks, laser sensors, lines to know where they
are. AGV scheduling and routing is NP-hard and open-ended problems. In the
literature, there are many algorithms and methods are proposed to solve these
problems. In this study, we present a hybrid algorithm that is composed of
simulated annealing (SA) and Dijkstra’s algorithm to solve the routing problem.
The hybrid algorithm is compared with SA algorithm in terms of distance cost
using benchmark problems in the literature.

Anahtar Kelimeler

Automated Guided Vehicle, Flexible Manufacturing Systems, Simulated Annealing Algorithm, Dijkstra, Routing, Vehicle Route Planning, Automatic Systems

Kaynakça

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