2 files changed, 52 insertions, 2 deletions
diff --git a/src/library/scala/collection/GenTraversableOnce.scala b/src/library/scala/collection/GenTraversableOnce.scala
index d966c7324b..3d1b2c4278 100644
--- a/src/library/scala/collection/GenTraversableOnce.scala
+++ b/src/library/scala/collection/GenTraversableOnce.scala
@@ -363,8 +363,34 @@ trait GenTraversableOnce[+A] extends Any {
    */
   def max[A1 >: A](implicit ord: Ordering[A1]): A
 
+  /** Finds the first element which yields the largest value measured by function f.
+   *
+   *  @param    cmp   An ordering to be used for comparing elements.
+   *  @tparam   B     The result type of the function f.
+   *  @param    f     The measuring function.
+   *  @return   the first element of this $coll with the largest value measured by function f 
+   *  with respect to the ordering `cmp`.
+   *
+   *  @usecase def maxBy[B](f: A => B): A
+   *    @inheritdoc
+   *
+   *    @return   the first element of this $coll with the largest value measured by function f.
+   */
   def maxBy[B](f: A => B)(implicit cmp: Ordering[B]): A
 
+  /** Finds the first element which yields the smallest value measured by function f.
+   *
+   *  @param    cmp   An ordering to be used for comparing elements.
+   *  @tparam   B     The result type of the function f.
+   *  @param    f     The measuring function.
+   *  @return   the first element of this $coll with the smallest value measured by function f 
+   *  with respect to the ordering `cmp`.
+   *
+   *  @usecase def minBy[B](f: A => B): A
+   *    @inheritdoc
+   *
+   *    @return   the first element of this $coll with the smallest value measured by function f.
+   */
   def minBy[B](f: A => B)(implicit cmp: Ordering[B]): A
 
   def forall(pred: A => Boolean): Boolean
diff --git a/src/library/scala/collection/TraversableOnce.scala b/src/library/scala/collection/TraversableOnce.scala
index 526c36dda7..634807b29f 100644
--- a/src/library/scala/collection/TraversableOnce.scala
+++ b/src/library/scala/collection/TraversableOnce.scala
@@ -221,13 +221,37 @@ trait TraversableOnce[+A] extends Any with GenTraversableOnce[A] {
     if (isEmpty)
       throw new UnsupportedOperationException("empty.maxBy")
 
-    reduceLeft((x, y) => if (cmp.gteq(f(x), f(y))) x else y)
+    var maxF: B = null.asInstanceOf[B]
+    var maxElem: A = null.asInstanceOf[A]
+    var first = true
+
+    for (elem <- self) {
+      val fx = f(elem)
+      if (first || cmp.gt(fx, maxF)) {
+        maxElem = elem
+        maxF = fx
+        first = false
+      }
+    }
+    maxElem
   }
   def minBy[B](f: A => B)(implicit cmp: Ordering[B]): A = {
     if (isEmpty)
       throw new UnsupportedOperationException("empty.minBy")
 
-    reduceLeft((x, y) => if (cmp.lteq(f(x), f(y))) x else y)
+    var minF: B = null.asInstanceOf[B]
+    var minElem: A = null.asInstanceOf[A]
+    var first = true
+    
+    for (elem <- self) {
+      val fx = f(elem)
+      if (first || cmp.lt(fx, minF)) {
+        minElem = elem
+        minF = fx
+        first = false
+      }
+    }
+    minElem
   }
 
   /** Copies all elements of this $coll to a buffer.