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In this paper, we use the physical aspect of the simulated annealing method in order to propose a modified simulated annealing algorithm. The main idea of the algorithm is based to find the optimal solution of a combinatorial optimization problem by switching between two different subsystems of treatment; using so called degeneration of atoms energy. This new algorithm is named Degeneration Simulated...
The standard compact Genetic Algorithm uses competition between two individuals for which we calculate the objective function and the winner will be the one who gives the best value of this function. This work presents a new approach of compact Genetic Algorithm that uses more than just two vectors of competition; it introduces tournament selection with larger size using mutation. We apply this algorithm...
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