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An ABC Algorithm Inspired by Boolean Operators for Knapsack and Lot Sizing Problems
2018
Journal:  
Academic Platform Journal of Engineering and Smart Systems
Author:  
Abstract:

This paper proposes a logically inspired artificial bee colony algorithm (ABCLO) to deal with the knapsack and lot sizing problems shown in many forms such as in economics, engineering and business. The proposed ABC-LO algorithm aims to find fitter solutions using the search mechanism designed through the basic Boolean operators. To verify the effectiveness of the ABC-LO algorithm, it is analyzed and compared with the recent variants of particle swarm optimization, artificial bee colony and genetic algorithms. The results indicate that the proposed ABC-LO algorithm performs well in knapsack and lot sizing problem sets compared to the others.

Keywords:

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2018
Author:  
0
2018
Author:  
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Academic Platform Journal of Engineering and Smart Systems

Field :   Fen Bilimleri ve Matematik; Mühendislik

Journal Type :   Uluslararası

Metrics
Article : 388
Cite : 851
2023 Impact : 0.067
Academic Platform Journal of Engineering and Smart Systems