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What is Genetic Algorithm for TSP & ATSP Solutions about?

The final report details the implementation of a Genetic Algorithm (GA) to solve the Travelling Salesman Problem (TSP) and its asymmetric variant (ATSP) using various datasets. It covers the GA components including chromosome representation, population initialization, fitness function, selection, crossover, mutation, and stopping criteria, along with results and parameter studies. The findings indicate that the hybrid GA with 2-opt enhancement yielded the best performance, and the algorithm remained effecti

Author

Kanwaldeep Singh Saluja

Language

EN