DocumentCode
3669255
Title
A multi-threaded memetic packing algorithm for the ISO luggage packing problem
Author
Evan Shellshear;Johan S. Carlson;Robert Bohlin;Sebastian Tafuri
Author_Institution
Geometry and Motion Planning, Fraunhofer-Chalmers Research Centre, Gothenburg, 41288, Sweden
fYear
2015
Firstpage
1509
Lastpage
1514
Abstract
A new multi-threaded memetic algorithm (genetic algorithm with local optimizations) for the ISO 3832 luggage packing standard is presented. Apart from producing high-quality results, the algorithm also exploits the highly parallel computer architectures that are becoming more common as well as packing more boxes than other state-of-the-art algorithms. We also provide the first comparison of state-of-the-art packing algorithms for a real world trunk geometry.
Keywords
"Geometry","Biological cells","Genetic algorithms","Octrees","Memetics","Optimization","ISO Standards"
Publisher
ieee
Conference_Titel
Automation Science and Engineering (CASE), 2015 IEEE International Conference on
ISSN
2161-8070
Electronic_ISBN
2161-8089
Type
conf
DOI
10.1109/CoASE.2015.7294313
Filename
7294313
Link To Document