Hooke-jeeves bat algorithm for systems of nonlinear equations

Z Yang, J Zhang, W Zhou… - 2017 13th International …, 2017 - ieeexplore.ieee.org
Z Yang, J Zhang, W Zhou, X Peng
2017 13th International Conference on Natural Computation, Fuzzy …, 2017ieeexplore.ieee.org
As the bat algorithm (BA) is slow in convergence and the Hooke-Jeeves algorithm is easy to
be trapped into local optimization, this paper combines advantages of the two algorithms
and comes up with a hybrid algorithm called Hooke-Jeeves bat algorithm to solve nonlinear
equations. Hooke-Jeeves bat algorithm not only is capable of searching the globally optimal
solution, but also can realize local fine search. Experimental results show that Hooke-
Jeeves bat algorithm is an effective optimization method for solving nonlinear equations and …
As the bat algorithm (BA) is slow in convergence and the Hooke-Jeeves algorithm is easy to be trapped into local optimization, this paper combines advantages of the two algorithms and comes up with a hybrid algorithm called Hooke-Jeeves bat algorithm to solve nonlinear equations. Hooke-Jeeves bat algorithm not only is capable of searching the globally optimal solution, but also can realize local fine search. Experimental results show that Hooke-Jeeves bat algorithm is an effective optimization method for solving nonlinear equations and can be applied to the settlement of other unconstrained optimization problems.
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