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The problem of finding an optimum, no-risk strategy for placing simultaneous win and place pari-mutuel bets is formulated in terms of a linear programming problem. For a basic feasible solution (i.e., a profitable schedule of bets) to exist, it is necessary for the win and place pools to weight the contestants differently. If the stake holder removes a fraction of the pool, then a solution is not guaranteed, but will exist if this difference in win-place weighting is sufficient. A simple example is presented