Metaheuristic algorithms such as particle swarm optimization, firefly algorithm and harmony search are now becoming powerful methods for solving many tough optimization problems. In this paper, we propose a new metaheuristic method, the Bat Algorithm, based on the echolocation behaviour of bats. We als...
In this paper, we propose a new metaheuristic method, the Bat Algorithm, based on the echolocation behaviour of bats. We also intend to combine the advantages of existing algorithms into the new bat algorithm. After a detailed formulation and explanation of its implementation, we will then ...
a r X i v : 1 0 0 4 . 4 1 7 0 v 1 [ m a t h . O C ] 2 3 A p r 2 0 1 0 ANewMetaheuristicBat-InspiredAlgorithm Xin-SheYang DepartmentofEngineering,UniversityofCambridge, TrumpingtonStreet,CambridgeCB21PZ,UK Abstract Metaheuristicalgorithmssuchasparticleswarmoptimization,firefly...
Bat is also a metaheuristic search algorithm which is use to solve multi objective engineering problem. In this paper, a model has been proposed for classification using bat algorithm to update the weights of a Functional Link Artificial Neural Network (FLANN) classifier. Bat algorithm is based ...
Research in metaheuristics for global optimization problems are currently experiencing an overload of wide range of available metaheuristic-based solution
S. (2010). A new metaheuristic bat-inspired algorithm. In Nature inspired cooperative strategies for optimization (NICSO 2010) (pp. 65-74). Springer, Berlin, Heidelberg. AdaptiveBA: Wang, X., Wang, W. and Wang, Y., 2013, July. An adaptive bat algorithm. In International Conference on ...
This paper proposes a novel robust power system stabilizer (PSS), based on hybridization of fractional order PID controller (PIλDμ) and PSS for optimal stabilizer (FOPID-PSS) for the first time, using a new metaheuristic optimization Bat algorithm (BA) inspired by the echolocation behavior to...
In this paper, Power System Stabilizer (PSS) based on hybrid Sliding Mode Controller (SMC) and fractional order PID controller (PIλDμ) is proposed for optimal control of power system, using a new metaheuristic optimization Bat algorithm (BA) inspired by the echolocation behavior to improve pow...
Yang XS (2010) A new metaheuristic bat-inspired algorithm. In: Nature inspired cooperative strategies for optimization (NICSO 2010), pp 65–74 Teodorovic D, Dell’Orco M (2005) Bee colony optimization—a cooperative learning approach to complex transportation problems. Adv OR AI Methods Transp ...
X.-S. Yang A new metaheuristic bat-inspired algorithm J.R. González, D.A. Pelta, C. Cruz, G. Terrazas, N. Krasnogor (Eds.), Nature Inspired Cooperative Strategies for Optimization, vol. 284 of Studies in Computational Intelligence, Springer Berlin Heidelberg (2010), pp. 65-74, 10.1007...