Yang and Mills ' idea of generalized rotation group in iso-space is extended in such a way that one of the bose fields, which are newly introduced there, can be indentified with π-meson field. In our theory iso-space becomes to have some correlation with ordinary space-time. Gell-Mann 's global symmetry results from our theory and the type of interaction between π-meson and hyperon is restricted to pseudo-vector coupling.