A Simple Iterative Algorithm for Boolean Knapsack Problem

Küçük Resim Yok

Tarih

2020

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

Sayı

Künye