Title :
Facility layout using swarm intelligence
Author :
Hardin, C.T. ; Usher, John S.
Author_Institution :
Dept. of Comput. Sci. & Comput. Eng., Louisville Univ., KY, USA
Abstract :
Facility layout problems are intriguing combinatorial problems that involve determining the location and shape of various departments in a facility based upon inter-department volume and distance measures. We propose a method that divides a facility into a swarm of intelligent tiles and devises a set of simple rules for tile behavior. Using these simple rules, the tiles self-organize, and a solution to the layout problems evolves. This method provides improved results compared to CRAFT, which is one of the primary methods for facility layout in use today.
Keywords :
artificial intelligence; combinatorial mathematics; facilities layout; facility location; particle swarm optimisation; combinatorial problem; facility layout; facility location; intelligent tiles; swarm intelligence; Computer science; Costs; Frequency; Industrial engineering; Manufacturing processes; Materials handling; Particle swarm optimization; Shape measurement; Tiles; Volume measurement;
Conference_Titel :
Swarm Intelligence Symposium, 2005. SIS 2005. Proceedings 2005 IEEE
Print_ISBN :
0-7803-8916-6
DOI :
10.1109/SIS.2005.1501657