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When Life Gives You Lemons, Make Lemonade - A great tasting Lemonade is a result of an experimentation.
2 level factorial designs are the first resort for anybody making
their first attempt at Design of Experiments (DoE). Basically, these
designs consist of all combinations of each factor at its high and low
levels (Full factorial). However, these designs do not work out for some
industries in which the product under investigation is made up of
several components or ingredients e.g. Chemicals, Foods,
Pharmaceuticals, etc. In these cases, the response depends on proportions
of different ingredients in the mixture. The quantities of components,
measured in weights, volumes, or some other units, add up to a common total.
In contrast, in a factorial design, the amount of each factor is
varied, and the sum of the amounts for each run need not be constant.benchmarksixsigma.com/blog/life-gives-lemons-make-lemonade/

The
biggest mistakes people make while solving a problem
Everyone makes their
attempts at solving problems. Working professionals like to do it
systematically using their favourite theory or method for problem solving. While training people ever the years, I have come across mistakes which seem to be common irrespective of the method used. This is the focus of the week’s story. More at-
goo.gl/kKLxvP