Abstract
As mentioned in Chapter 6, the generalised pattern search (GPS) algorithm is an advancement on the CS algorithm first introduced in Chapter 3 The GPS algorithm follows the same basic logic behind the CS algorithm, namely it iteratively searches a collection of points seeking improvement over the incumbent solution. In order to increase the flexibility in how those points are selected, the GPS algorithm replaces the coordinate directions with a more general collection of vectors.
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