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Harmony Element Algorithm 1.0
File ID: 80129

Harmony Element Algorithm 1.0
Download Harmony Element Algorithm 1.0http://www.mathworks.comReport Error Link
License: Freeware
File Size: 276.5 KB
Downloads: 221
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Harmony Element Algorithm 1.0 Description
Description: We propose a new global optimization algorithm based on a harmony search scheme, termed as harmony element string algorithm (abbreviated as HEA). The algorithm has five fundamental features: (1) The states of the system is represented by strings of elements {0,1,2,3,4} and hence the search of the optimal state(s) is realized by string manipulations; (2) A weighting system is created for a balanced global and local search to avoid the scheme trapping in local optimum; (3) The string operation is a pseudo-linear transformation such that the searching the optimum of a nonlinear multivariate objective function is essentially linear; (4) HEA is nadodcve in its initial searching range setting; (5) The global maximum and minimum are searched simultaneously. The efficiency of algorithm is competitive not only the variate of objective function is low-dimensional but also high-dimensional. Three examples are given for illustrating the advantages of algorithm.

License: Freeware

Related: essentially, Function, Linear, nave, range, initial, objective, multivariate, pseudolinear, Operation, Transformation, Searching, nonlinear, setting, maximum, highdimensional, Examples, advantages

O/S:BSD, Linux, Solaris, Mac OS X

File Size: 276.5 KB

Downloads: 221

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