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
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"
Conference_Titel :
Automation Science and Engineering (CASE), 2015 IEEE International Conference on
Electronic_ISBN :
2161-8089
DOI :
10.1109/CoASE.2015.7294313