From be2192ee90e46fdb0b3acb049d5b7e0a01b46761 Mon Sep 17 00:00:00 2001
From: Niko <nikolaus.feith@unileoben.ac.at>
Date: Wed, 12 Jul 2023 14:34:15 +0200
Subject: [PATCH] Started with PreferenceExpectedImprovement.py

---
 AcquistionFunctions/PreferenceExpectedImprovement.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/AcquistionFunctions/PreferenceExpectedImprovement.py b/AcquistionFunctions/PreferenceExpectedImprovement.py
index 83bbe3c..c47f937 100644
--- a/AcquistionFunctions/PreferenceExpectedImprovement.py
+++ b/AcquistionFunctions/PreferenceExpectedImprovement.py
@@ -3,7 +3,16 @@ from scipy.stats import norm
 
 
 class PreferenceExpectedImprovement:
-    def __init__(self):
+    def __init__(self, nr_samples, upper_bound, lower_bound, nr_dims=2):
+
+        self.nr_samples = nr_samples
+        self.upper_bound = upper_bound
+        self.lower_bound = lower_bound
+
+        self.user_model = None
+        self.proposal_model_mean = np.array()
+
+    def initialize(self):
         pass
 
     def rejection_sampling(self):