Revisiting the Memory of Evolution
نویسندگان
چکیده
A new evolution scheme is presented, memorizing the extreme (best and worst) past individuals through distributions over the binary search space. These distributions are used to bias the mutation operator in a (+) Evolution Strategy, guiding the generation of newborn oospring: diierent mimetic strategies are deened, combining either attraction, indiierence or repulsion with respect to the two distributions. These distributions are then updated from the best and the worse individuals in the current population. Experiments on large size binary problems allow one to delineate the niche of each of these mimetic strategies.
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ورودعنوان ژورنال:
- Fundam. Inform.
دوره 35 شماره
صفحات -
تاریخ انتشار 1998