Nelder-Mead Hybridization of Cuckoo Search
A new hybridization of the Cuckoo Search (CS) for minimization of real functions. The new approach consists of combining the CS with the Nelder-Mead method. More precisely, instead of using single solutions as nests for the CS, we use the concept of a simplex which is used in the Nelder-Mead algorithm. This makes it possible to use the flip operation introduces in the Nelder-Mead algorithm instead of the Levy flight which is a standard part of the CS. The method has been developed for optimizing the performance of multi-cell solar systems. Although the underlying problem consists of the minimization of a function of a relatively small number of parameters, the difficulty comes from the fact that the evaluation of the function is complex and only a small number of evaluations is possible. The developed method is most suitable for low dimensional problems in cases when only a low number of test function evaluations is possible.
Cite As
Raka (2024). Nelder-Mead Hybridization of Cuckoo Search (https://www.mathworks.com/matlabcentral/fileexchange/46789-nelder-mead-hybridization-of-cuckoo-search), MATLAB Central File Exchange. Retrieved .
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