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Data · dataset · 2013

Accuracies, run times, and statistics for genetic algorithms with various mutation rates solving the N-queens problem.

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In the nqueensnomut, nqueensconstmut, and nqueenssigmoid tabs, the end heuristic (number of queens attacking each other on the board, with 0 m) found by that genetic algorithm is displayed along with the time the algorithm took to converge to that solution (in generations).

Description

In the stats tabs, t-tests are run to compare the accuracies and convergence generations among the different mutation rate genetic algorithms. Key: mut rate: mutation rate, converg: convergence (generations), end h (end heuristic) nomut: no mutation, constmut, constant mutation.

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Medicine & Health
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DataCite10.6084/m9.figshare.64002215 d agoJSON v1
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