Remove the selected options :
-----------------------------
$('#mySelect2').val(null).trigger('change');
============================================
Completly remove the select2 initialization :
--------------------------------------------
$('#payment_method').html('').select2({data: [{id: '', text: ''}]});
$("#mySelect2").select2({
allowClear: true
});
$('#mySelect2').val(null).trigger('change');