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We present an algorithm to optimize the measurement of the sizes, shapes and centers of void regions. We have applied this algorithm to the CfA redshift survey to a depth of 7000 km/sec. In addition, we characterize the selection effects which affect our results. This optimization utilizes several different definitions of the void edges.