Alternative implementations of the Griewangk function
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The well-known Griewangk function, used for evaluation of evolutionary algorithms, becomes easier as the number of dimensions grows. This paper suggests three alternative implementations that maintain function complexity for high-dimensional versions of the problem. Diagonal slices of the search landscape and local search are used to demonstrate and evaluate the difficulty of each function.
[1] L. Darrell Whitley,et al. Ruffled by Ridges: How Evolutionary Algorithms Can Fail , 2004, GECCO.
[2] L. Darrell Whitley,et al. Evaluating Evolutionary Algorithms , 1996, Artif. Intell..