Add optimization method.

1 files changed, 16 insertions, 0 deletions

diff --git a/opt_pred.m b/opt_pred.m
new file mode 100644
index 0000000..26e8df8
--- /dev/null
+++ b/opt_pred.m
@@ -0,0 +1,16 @@
+function pred = opt_pred(real_data, pred_list)
+
+	err_list = [];
+
+	for i = 1:size(pred_list, 2)
+		err_list = [err_list; sum(abs(real_data - pred_list{i}))];
+	end
+
+	[min_err, idx] = min(err_list);
+
+	pred = [];
+
+	for i = 1:size(idx, 2)
+		pred = [pred pred_list{idx(i)}(:,i)];
+	end
+end