The Traveling Salesman Problem: From 19th Century Puzzles to Genetic Algorithms

A salesman must visit a set of cities exactly once and return home, minimizing total travel distance. This deceptively simple puzzle—the Traveling Salesman Problem (TSP)—has haunted mathematicians, computer scientists, and logistics planners for nearly two centuries. It remains one of the most studied problems in computational optimization. Historical Origins The TSP’s roots trace to the 1830s, when Irish mathematician William Rowan Hamilton and British mathematician Thomas Kirkman studied related mathematical problems involving traversing graph vertices. Hamilton created the “Icosian Game” in 1857, a puzzle requiring players to find paths visiting each vertex of a dodecahedron exactly once. ...

December 10, 2025 · 5 min · Josep Oriol Carné