Title :
Enhancing the efficiency of heuristic placement algorithm for two-dimensional orthogonal knapsack packing problem
Author :
Kanokwatt Shiangjen;Jeerayut Chaijaruwanich;Wijak Srisujjalertwaja;Samerkae Somhom
Author_Institution :
Department of Computer Science, Chiang Mai University, Muang, Chiang Mai Province, Thailand
Abstract :
This paper presents an improvement of heuristic placement algorithm for solving two-dimensional knapsack packing problem. The packing patterns were enhanced by modifying the packing rules. This approach can increase the feasibility for packing more suitable items to a container while also preserves the advantages of rules greediness. The total average percentage of trim loss is reduced nearly 15 percent in comparison with the original algorithm on 211 instances from 9 benchmark datasets.
Keywords :
"Containers","Heuristic algorithms","Algorithm design and analysis","Strips","Optimization","Greedy algorithms","Business"
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2015 6th IEEE International Conference on
Print_ISBN :
978-1-4799-8352-0
Electronic_ISBN :
2327-0594
DOI :
10.1109/ICSESS.2015.7339001