Black Holes Algorithm With Fuzzy Hawking Radiation
Mostafa Nemati, Hossein Momeni
Index Terms: Fuzzy, Mutation,Hawking radiation,Black holes Algorithm.
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).
 Kashan, Ali Husseinzadeh. "League Championship Algorithm: a new algorithm for numerical function optimization." Soft Computing and Pattern Recognition, 2009. SOCPAR'09. International Conference of. IEEE, 2009.
 Gandomi, Amir Hossein, and Amir HosseinAlavi. "Krill herd: a new bio-inspired optimization algorithm." Communications in Nonlinear Science and Numerical Simulation 17.12 (2012): 4831-4845.
 Talbi, El-Ghazali. Metaheuristics: from design to implementation. Vol. 74. John Wiley & Sons, 2009.
 Omranpour, H., et al. "Dynamic Particle Swarm Optimization for Multimodal Function." IAES International Journal of Artificial Intelligence (IJ-AI) 1.1 (2012): 1-10.
 Rocha, Ana Maria AC, Tiago FMC Martins, and Edite MGP Fernandes. "An augmented Lagrangian fish swarm based method for global optimization." Journal of computational and applied mathematics 235.16 (2011): 4611-4620.
 HusseinzadehKashan, Ali. "An efficient algorithm for constrained global optimization and application to mechanical engineering design: League championship algorithm (LCA)." Computer-Aided Design 43.12 (2011): 1769-1792.
 Abdechiri, Marjan, Mohammad Reza Meybodi, and Helena Bahrami. "Gases Brownian Motion Optimization: an Algorithm for Optimization (GBMO)." Applied Soft Computing 13.5 (2013): 2932-2946.
 Nemati, Mostafa, Reza Salimi, and NavidBazrkar. "Black Holes Algorithm: A Swarm Algorithm inspired of Black Holes for Optimization Problems." IAES International Journal of Artificial Intelligence (IJ-AI) 2.3 (2013).
 Hawking, Stephen William. "Evaporation of two-dimensional black holes." Physical Review Letters 69.3 (1992): 406.