Heterogenous adaptive ant colony optimization with 3-opt local search for the travelling salesman problem

• Main Authors: Tuani Ibrahim, Ahamed Fayeez, Keedwell, Edward, Collett, Matthew
• Format: Article
• Language: English
• Published: Elsevier Ltd 2020
• Online Access: http://eprints.utem.edu.my/id/eprint/25269/2/1-S2.0-S156849462030658X-MAIN.PDF; http://eprints.utem.edu.my/id/eprint/25269/; https://www.sciencedirect.com/science/article/abs/pii/S156849462030658X; https://doi.org/10.1016/j.asoc.2020.106720
• Institution: Universiti Teknikal Malaysia Melaka

The majority of optimization algorithms require proper parameter tuning to achieve the best performance. However, it is well-known that parameters are problem-dependent as different problems or even different instances have different optimal parameter settings. Parameter tuning through the testing o...