diff --git a/src/initialization/README.md b/src/initialization/README.md
index d466796..0b70ad2 100644
--- a/src/initialization/README.md
+++ b/src/initialization/README.md
@@ -1 +1,11 @@
-# initialization functions
+# Initialization Functions
+
+## random_initialization
+random_initialization class
+
+Takes in
+```
+population_size, chromosome_length, user_defined_function
+```
+Creates a chromosome of random genes based on the user user_defined_function
+that its supplied.