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Genetic algorithms only make individuals evolve around their position in the space of possibilities.
The solutions remain in clusters of individuals and no exploration of space is encouraged by genetic algorithms.
The Novelty Search (NS) algorithm then offers an innovative approach:
Rather than providing goals for individuals to evolve, it rewards individuals who are different from others.
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