This has nothing to do with pluralizing. YOu need to use search_qtl_table_index_path when you reference it rather than just search_qtl_table_index (you need to add the _path to the end).
So, your form_tag statement should be:
<%= form_tag search_qtl_table_index_path, :method => 'get' do %>