A Simple Iterative Algorithm for Boolean Knapsack Problem
Küçük Resim Yok
Tarih
2020
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer International Publishing Ag
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The Boolean Knapsack Problem, which has numerous real life applications, is a combinatorial optimization problem. Since the problem belongs to NP-Hard, many researchers have worked on several variants of the problem. In this paper a simple iterative algorithm based on a greedy strategy to solve the classical boolean knapsack problem is proposed. In algorithm, firstly initial solutions are generated, then a greedy criteria is used to improve these solutions. To demonstrate the performance of the proposed method, experiments are carried out with various benchmark instances of boolean Knapsack Problem. The computational results show that the proposed algorithm is functional enough to achieve acceptable results in reasonable times.
Açıklama
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME) -- APR 20-22, 2019 -- Antalya, TURKEY
Anahtar Kelimeler
Combinatorial optimization, Boolean knapsack problem, Greedy method
Kaynak
Artificial Intelligence And Applied Mathematics In Engineering Problems
WoS Q Değeri
N/A
Scopus Q Değeri
Cilt
43