In the Cologne War , supported Supporting by the Dutch Republic and the Electorate of the Palatinate , he was eventually defeated Conquering by his Catholic replacement , Ernest of Bavaria , who was supported Supporting by William V , Duke of Bavaria his brother and Philip II of Spain , whose army , under the command of Alexander Farnese , Duke of Parma , physically recovered Recovering the electoral territory .