A Novel Bat algorithm of solving 0-1 Knapsack Problem
Available Online March 2016.
- 10.2991/icmmct-16.2016.318How to use a DOI?
- Bat Algorithm; 0-1 knapsack problem; active evolutionary operator; invalid bat
0-1 knapsack problem is a typical NP complete problem. In this paper, based on the bat algorithm, combined with the idea of genetic variation, the paper introduces the processing rules of the active evolutionary operator, invalid bat and the current optimal position. The simulation results show that the algorithm is superior to the basic bat algorithm in convergence speed and accuracy, and it can effectively solve the 0-1 knapsack problem.
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Yanfeng Chen PY - 2016/03 DA - 2016/03 TI - A Novel Bat algorithm of solving 0-1 Knapsack Problem BT - Proceedings of the 2016 4th International Conference on Machinery, Materials and Computing Technology PB - Atlantis Press SP - 1597 EP - 1600 SN - 2352-5401 UR - https://doi.org/10.2991/icmmct-16.2016.318 DO - 10.2991/icmmct-16.2016.318 ID - Chen2016/03 ER -