Self-adaptive Differential Evolution with Neighborhood Search
Notes
DE
- operators:
- mutation:
(1)
;
(2)
;
(3)
;
(4)
;
(5)
;
- mutation:
SaDE
- operators:
- mutation:
;
adaptation:
,
: the number of offsprings (by using (1) or (3) strategy) that are moved to the new generation;
,
: the same as above but the rejected offsprings;
- the previous numbers are collected for a number of generations (learning period) (they've used 50 for SaDE);
;
;
- crossover:
adaptation:
- for each phenotype a parameter is generated;
- the generated parameter is preserved for a couple of generations (they've used 5 for SaDE);
the generated parameters that induce successful offsprings are collected for a number of generations (they've used 25 for SaDE); after which a new
is generated;
;
;
- mutation: