 Multivariate optimization is one of the most common methods for product optimization.In this method, multiple product attributes are specified and then tested with consumers.Due to complex interaction effects between different attributes (for example, consumers frequently associate certain flavors with packaging colors), it is problematic to use mathematical methods, such as Conjoint Analysis, typically used in industrial process optimization.