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This dataset was utilized for preparing an article titlled submitted to the IEEE Transactions on Evolutionary Computtations. Based on critical review and experimennt, the  article intends to shed some light on thee  way crossover-mutation intraction balannce in GA could be comprehend in the view tthat current literature is short of prooviding generalized rule that guides determination of tha balance oof the two operators across doomains of problems. For the experiimental part of the work, we created a hypoyhetical spatial study of 400 cells represented  by its cells centroid coordinates. The 400 cells hhave been populated by seven lannd use types and popullation density. the dataset also conttains neighborhood IDs of each land cell.