s444409/DSZI_Survival
s444409/DSZI_Survival
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Changed formulas back to original

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This commit is contained in:
Marcin Kostrzewski 2020-05-17 10:16:56 +02:00
parent d31e03050e
commit b6312df9f3
1 changed files with 9 additions and 5 deletions
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14
src/AI/GA.py
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@ -40,12 +40,13 @@ def geneticAlgorithm(map, iter, solutions, mutationAmount=0.05, multithread=Fals
f.write("\n")
# Set the RNG seed for this GA
random.seed(random.randint(0, 100))
# 5 is good for weak start
random.seed(5)
# Begin
for i in range(iter):
print("\nRunning {} generation...".format(i + 1))
# random.seed(random.randrange(0, 100000))
fitness = []
if not multithread:
for player in population:
@ -178,19 +179,22 @@ def pickEntity(player, map):
hunger = player.statistics.hunger
for food in foods:
typeWeight = weights[0]
foodsWeights.append(typeWeight * hunger)
distance = abs(player.x - food.x) + abs(player.x - food.y)
foodsWeights.append(typeWeight / (distance * walkingAffinity) * hunger * 0.01)
watersWeights = []
thirst = player.statistics.thirst
for water in waters:
typeWeight = weights[1]
watersWeights.append(typeWeight * thirst)
distance = abs(player.x - water.x) + abs(player.x - water.y)
watersWeights.append(typeWeight / (distance * walkingAffinity) * thirst * 0.01)
restsWeights = []
stamina = player.statistics.stamina
for rest in rests:
typeWeight = weights[2]
restsWeights.append(typeWeight * stamina)
distance = abs(player.x - rest.x) + abs(player.x - rest.y)
restsWeights.append(typeWeight / (distance * walkingAffinity) / (stamina * 0.02))
finalEntities = foods + waters + rests
finalWeights = foodsWeights + watersWeights + restsWeights