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

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). 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.

在nqueensnomut、nqueensconstmut和nqueenssigmoid标签页中，展示由遗传算法找到的终止启发式（棋盘上相互攻击的皇后的数量，m值为0）以及算法收敛到该解所耗费的时间（以代数为单位）。在统计标签页中，执行t检验以比较不同突变率遗传算法的准确性和收敛代数。关键词：突变率：突变率，收敛：收敛（代数），终止启发式（end heuristic）nomut：无突变，constmut，恒定突变。