Comparison between Single and Multi-Objective Evolutionary Algorithms to Solve the Knapsack Problem and the Travelling Salesman Problem

Comparison between Single and Multi-Objective Evolutionary Algorithms to Solve the Knapsack Problem and the Travelling Salesman Problem

One of the main components of most modern Multi-Objective Evolutionary Algorithms (MOEAs) is to maintain a proper diversity within a population in order to avoid the premature convergence problem. Due to this implicit feature that most MOEAs share, their application for Single-Objective Optimization...

Full description

Bibliographic Details
Main Authors: Mohammed Mahrach, Gara Miranda, Coromoto León, Eduardo Segredo
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Mathematics
Subjects:
multi-objective optimization
single-objective optimization
evolutionary algorithm
knapsack problem
travelling salesman problem
Online Access:https://www.mdpi.com/2227-7390/8/11/2018

Internet

https://www.mdpi.com/2227-7390/8/11/2018

Similar Items