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This slide presentation outlines information on the automated Darwin Calibrator. Characteristics of the Darwin Calibrator include: genetic algorithm calibration; add-in to WaterCAD/GEMS; and, adjusts roughness, demands, and valve status. Topics covered include: fitness calculation; Darwin procedure; test system and procedure; pipe groups; "test" data; dimensionality; and, importance of test data.