Applying adaptive algorithms to epistatic domains
IJCAI'85 Proceedings of the 9th international joint conference on Artificial intelligence - Volume 1
An effective memetic algorithm for the cumulative capacitated vehicle routing problem
Computers and Operations Research
Expert Systems with Applications: An International Journal
Computers and Operations Research
A new genetic algorithm for the asymmetric traveling salesman problem
Expert Systems with Applications: An International Journal
Hi-index | 12.05 |
This short note presents a discussion arisen after reading ''Development a new mutation operator to solve the Traveling Salesman Problem by aid of genetic algorithms'', by Murat Albayrak and Novruz Allahverdi, (2011). Expert System with Applications (38) (pp. 1313-1320). The discussed paper presents a new greedy mutation operator to solve the well-known Traveling Salesman Problem. To prove the quality of their new operator, the authors compare different versions of a classical genetic algorithm, each of one with a different mutation operator. The experimentation shown by the authors can generate some controversy. In this short note, we explain the origin of this controversy and we bring a solution to prevent it in future publications.