Created
June 19, 2015 01:04
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diff --git a/algorithms/HGS/HGS.py b/algorithms/HGS/HGS.py | |
index f382fca..3039abb 100644 | |
--- a/algorithms/HGS/HGS.py | |
+++ b/algorithms/HGS/HGS.py | |
@@ -26,7 +26,8 @@ class HGS(DriverGen): | |
crossover_variance, sprouting_variance, | |
mutation_variance, branch_comparison, | |
metaepoch_len, driver, max_children, | |
- mutation_probability=0.05, sproutiveness=1): | |
+ mutation_probability=0.05, sproutiveness=1, | |
+ driver_kwargs_per_level=None): | |
""" | |
@type dims: list[(float,float)] # dimensions' ranges, one per dimension | |
@type population: list[list[float]] # initial population | |
@@ -42,6 +43,7 @@ class HGS(DriverGen): | |
@type max_children: int # limit the number of immediate sprouts | |
@type mutation_probability : float | |
@type sproutiveness: int # number of sprouts generated on each metaepoch | |
+ @type driver_kwargs_per_level : list[dict] | |
:rtype: HGS | |
""" | |
super().__init__() | |
@@ -77,6 +79,7 @@ class HGS(DriverGen): | |
for lvl, _ | |
in enumerate(self.scaling_coefficients) | |
] | |
+ self.driver_kwargs_per_level = driver_kwargs_per_level | |
self.sproutiveness = sproutiveness | |
self.max_children = max_children | |
@@ -192,7 +195,8 @@ class HGS(DriverGen): | |
dims=outer.dims_per_lvl[level], | |
fitnesses=outer.fitnesses_per_lvl[level], | |
mutation_variance=outer.mutation_variance, | |
- crossover_variance=outer.crossover_variance) | |
+ crossover_variance=outer.crossover_variance, | |
+ **outer.driver_kwargs_per_level[level]) | |
""" :type : T <= DriverGen | DriverLegacy """ | |
if isinstance(self.driver, DriverGen): |
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