Thevon Neumann-Morgenstern normal form of a game is conceptually and theoretically useful, but in practice leads to enormous matrix games. We discuss new methods of simplifying games in extensive form that should be useful for solving actual games. The first method is that of partially normalizing the game at an information set and, if dominations are found, making local “negative” decisions not to choose certain alternatives at the information set. Coupled with this idea is the reduction operation which eliminates parts of the game tree. These methods are shown to be powerful enough to eliminate all dominations in the strategy matrix, where we consider domination in three senses.