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Genetic Algorithm Based Floor Planning System by Dalgic, Hamide Ozlem; Bostanci, Erkan; Guzel, Mehmet Serdar is a scholarly article available to read on EtoBox.

What is Genetic Algorithm Based Floor Planning System about?

Genetic Algorithms are widely used in many different optimization problems including layout design. The layout of the shelves play an important role in the total sales metrics for superstores since this affects the customers' shopping behaviour. This paper employed a genetic algorithm based approach to design shelf layout of superstores. The layout design problem was tackled by using a novel chromosome representation which takes many different parameters to prevent dead-ends and improve shelf visibility into consideration. Results show that the approach can produce reasonably good layout designs in very short amounts of time.

Author

Dalgic, Hamide Ozlem; Bostanci, Erkan; Guzel, Mehmet Serdar

Published

2017

Language

EN