Improvement of Ant Colony Algorithm Performance for the Job-Shop Scheduling Problem Using Evolutionary Adaptation and Software Realization Heuristics

Planning tasks are important in construction, manufacturing, logistics, and education. At the same time, scheduling problems belong to the class of NP-hard optimization problems. Ant colony algorithm optimization is one of the most common swarm intelligence algorithms and is a leader in solving comp...

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Bibliographic Details
Main Author: Pavel V. Matrenin
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/16/1/15