From 6e581223802679b7705e8a2d437ccb32f7f248ae Mon Sep 17 00:00:00 2001
From: Joel Therrien <joel@joeltherrien.ca>
Date: Mon, 10 Sep 2018 17:16:43 -0700
Subject: [PATCH] Optimize MathFunction

---
 .../randomforest/utils/MathFunction.java      | 25 +++++++++++++------
 1 file changed, 17 insertions(+), 8 deletions(-)

diff --git a/src/main/java/ca/joeltherrien/randomforest/utils/MathFunction.java b/src/main/java/ca/joeltherrien/randomforest/utils/MathFunction.java
index 68d6e83..3425787 100644
--- a/src/main/java/ca/joeltherrien/randomforest/utils/MathFunction.java
+++ b/src/main/java/ca/joeltherrien/randomforest/utils/MathFunction.java
@@ -35,20 +35,29 @@ public class MathFunction implements Serializable {
     }
 
     public Point evaluate(double time){
-        final Optional<Point> pointOptional = points.stream()
-                .filter(point -> point.getTime() <= time)
-                .max(Comparator.comparingDouble(Point::getTime));
+        Point point = defaultValue;
 
-        return pointOptional.orElse(defaultValue);
+        for(final Point currentPoint: points){
+            if(currentPoint.getTime() > time){
+                break;
+            }
+            point = currentPoint;
+        }
 
+        return point;
     }
 
     public Point evaluatePrevious(double time){
-        final Optional<Point> pointOptional = points.stream()
-                .filter(point -> point.getTime() < time)
-                .max(Comparator.comparingDouble(Point::getTime));
+        Point point = defaultValue;
 
-        return pointOptional.orElse(defaultValue);
+        for(final Point currentPoint: points){
+            if(currentPoint.getTime() >= time){
+                break;
+            }
+            point = currentPoint;
+        }
+
+        return point;
     }
 
     @Override