IEEE

Hierarchical Genetic Algorithm for the Multi-Solution Traveling Salesman Problem

Abstract: The Traveling Salesman Problem (TSP), a classic combinatorial optimization problem, has been extensively studied for many years. Recently, the Multi-solution Traveling Salesman Problem ...
IEEE

Optimizing Genetic Algorithms for TSP: Evaluating Greedy Permuting Method with Diverse Selection and Crossover Techniques

Abstract: The Greedy Permuting Method (GPM) is a method introduced for initial population generation in the Genetic Algorithm (GA). For a test problem with 280 cities, the generated initial population ...
Analytics India Magazine

Top 10 Real-Life Applications of Genetic Optimization

Genetic algorithms have a variety of applications, and one of the basic applications of genetic algorithms can be the optimization of problems and solutions. We use optimization for finding the best ...
Scientific Research Publishing

Razali, N.M. and Geraghty, J. (2011) Genetic Algorithm Performance with Different Selection Strategies in Solving TSP. Proceedings of the World Congress on Engineering, Vol. 2 ...

摘要: Subgrade reaction modulus (Ks) is one of the main factors in evaluating engineering properties of soils for structural calculations and operations. So, many studies have been performed on the ...
Scientific Research Publishing

Grefenstette, J., Gopal, R., Rosmaita, B. and Van Gucht, D. (1985) Genetic Algorithms for the Traveling Salesman Problem. Proceedings of the First International Conference on ...

ABSTRACT: In this paper, a recently developed nature-inspired optimization algorithm called the hydrological cycle algorithm (HCA) is evaluated on the traveling salesman problem (TSP). The HCA is ...