How it works

The position  is first chosen randomly from the search-space and then updated iteratively according to the following formula, regardless of fitness improvement:

As shown in the preceding formula,  is the step-size. When  is a minimization problem, the descent direction is followed, that is, we subtract the gradient from the current position instead of adding itas we would have done for ascending a maximization problem.

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