The Recycle Bin is the special folders of windows on the hard disk to store deleted files and folders. These files or folders can be restored from the Recycle Bin to their original location if required for use. But you can set the Recycle Bin setting that the files and folders are deleted from hard disk are not placed in the Recycle Bin. So with the help of windows registry editor you can set the Recycle Bin to always delete items.
Follow the given steps to edit computer registry for Recycle Bin: