From a0af21d4b944f4ffe61672343763b1fc8a0edc70 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Petr=C3=B4nio=20C=C3=A2ndido?= <petronio.candido@gmail.com>
Date: Fri, 18 Jan 2019 09:18:46 -0200
Subject: [PATCH] Lag initialization on Hyperparam.Evolutive

---
 pyFTS/hyperparam/Evolutionary.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pyFTS/hyperparam/Evolutionary.py b/pyFTS/hyperparam/Evolutionary.py
index f09a622..e9a806d 100644
--- a/pyFTS/hyperparam/Evolutionary.py
+++ b/pyFTS/hyperparam/Evolutionary.py
@@ -42,13 +42,14 @@ def random_genotype():
     :return: the genotype, a dictionary with all hyperparameters
     '''
     order = random.randint(1, 3)
+    lags = [k for k in np.arange(1, order+1)]
     return genotype(
         random.randint(1, 4),
         random.randint(10, 100),
         random.randint(1, 2),
         order,
         random.uniform(0, .5),
-        sorted(random.sample(range(1, 50), order)),
+        lags,
         None,
         None
     )