Black Holes Algorithm With Fuzzy Hawking Radiation

Abstract In this paper we improved efficiency of black holes algorithm with using of fuzzy Hawking radiation. A black hole is a region of space-time whose gravitational field is so strong that nothing which enters it not even light can escape. In the black holes algorithm there is a phase with name Hawking radiation. In this phase the position of the some black hole changes a little. This phase as equal mutation in genetic algorithm. We proposed a fuzzy Hawking radiation for these phase. The experimental results on different benchmarks show that the performance of the proposed algorithm is better than basic Black holes Algorithm BLA and firefly algorithm FA.