An approach is described that allows the ultimate ruggedness of chroma
tographic methods to be rigorously included as an objective from the o
utset of systematic method development. Ruggedness criteria are define
d as derivatives of other (typically resolution-based) criteria. Numer
ical estimates of ruggedness criteria can readily be obtained during s
electivity optimization. It is necessary to consider ruggedness simult
aneously with other objectives of the separation using multi-criteria
decision making (MCDM) procedures. Three MCDM methods were considered
in this work, viz., Pareto-optimality (PO) plot, Derringer's desirabil
ity function and the multiple threshold approach (MTA), The characteri
stics of these three methods are discussed and the feasibility of deve
loping rugged separations by systematically varying the pH acid solven
t composition is demonstrated.