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Mixture Designs for Optimal Formulations (3 Days) · What makes a mixture? · Mixture (Scheffe) polynomials · Mixture tutorial · Gold simulation Section 2—Simplex Design · Simplex-Lattice designs
· Simplex-Centroid designs
· Mixture tutorial revisited: actual–real–pseudo · Optimization of multiple responses
· ABS Pipe: Model reduction & optimization · Homework assignment Section 4—Constrained Mixtures, Extreme Vertices · Constrained mixtures, extreme vertices: shampoo · Algorithmic point selection: flare · Simulation of extreme vertices: fruit punch
Section 5—Combining Mixture and Process variables · User defined cross designs: fish · D-optimal crossed designs: fish and cure time · Mixture amount experiments: Ibuprofen · Mixtures with categorical factors: paint Section 6—Screening Components · Simplex: Additive package · Extreme vertices: Snee eight ingredients · Blue Haze Section 7—Application & Review · Homework · Optional review exercises Section 8—Appendix · Using ratios · Slack variable polynomials · Explanation of optimization techniques · Piepel's vs. Cox's direction See the public workshop schedule and the mixture course description for further information.
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Stat-Ease, Inc.
2021 E. Hennepin Avenue, Suite 480
Minneapolis, MN 55413-2726
e-mail: info@statease.com
p: 612.378.9449, f: 612.746.2069