Experimental Design - Math Site

More documents

Recommendations

Info

For the next iteration, w = (2, 0), c =(1.375, -0.125) and r = (0.75, -0.25).Then, Z(r) = 61.5 and we are starting toconverge on (0, 0) in this third iteration.If we continue on with this process, wegradually approach the optimal conditions.Plotting the worst and best values of Z ateach iteration gives the following graph.CEI Inc.
1201008060402001 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16Here the best value of Z at each iteration givesthe upper curve and the worst value gives thelower curve. The “S-shaped” or logistic curvefor the worst values is typical of many EVOPs.CEI Inc.
Page 2 and 3:
Topics CoveredIntroductionFull 2 Le
Page 4 and 5:
History• Agricultural field trial
Page 6 and 7:
George E.P. BoxCEI Inc.
Page 8 and 9:
N-space and Real Space• It is oft
Page 10 and 11:
Two Level Factorial Designs• If w
Page 12 and 13:
Specific Volume of Ammonia• Four
Page 14 and 15:
xP+1x-1 +1Tx-1x xFull Two Level Fac
Page 16 and 17:
Effect of Temperature?V0.2950.215-1
Page 18 and 19:
Effect of T, P Interaction?0.270.24
Page 20 and 21:
Empirical Models• It is often pre
Page 22 and 23:
The solution is easier if we use ma
Page 24 and 25:
X t X =1 1 1 1-1 -1 1 1-1 1 -1 11 -
Page 26 and 27:
0.255β = (X t X) -1 X t y =0.040-0
Page 28 and 29:
What if we havethree factors?CEI In
Page 30 and 31:
Three Independent Variables• Our
Page 32 and 33:
Exercise (left to student)Show that
Page 34 and 35:
x 1 x 2 x 3-1 -1 -1-1 -1 1-1 1 -1-1
Page 36 and 37:
However, you can confirm thatx 1 =
Page 38 and 39: Generators• I used the relationsh
Page 40 and 41: Resolution• In our 4 run subset o
Page 42 and 43: Plackett Burman Designs• In gener
Page 44 and 45: Plackett Burman Designs• The Plac
Page 46 and 47: Significance, Variances and ErrorBo
Page 48 and 49: NoteAlthough the V( ) notation sugg
Page 50 and 51: Aside on NomenclatureIf the predict
Page 52 and 53: estimation design”. Briefly, test
Page 54 and 55: We cannot use 2 level factorial des
Page 56 and 57: Three Level Factorial Designs2 Inde
Page 58 and 59: Example: More on v for NH 3Estimate
Page 60 and 61: Other Response Surface Designs• A
Page 62 and 63: Box Behnken Designs• The most wid
Page 64 and 65: 3 Factor Box Behnken DesignThe actu
Page 66 and 67: Use a Box Behnken design to estimat
Page 68 and 69: Question for DiscussionWhy isn’t
Page 70 and 71: Construction of a CCD in two factor
Page 72 and 73: Henry SchefféCEI Inc.
Page 74 and 75: Scheffé also came up with simplex-
Page 76 and 77: Let’s look at an example that tak
Page 78 and 79: Evolutionary Operation (EVOP)The te
Page 80 and 81: Evolutionary Operation, cont’dThe
Page 82 and 83: Geometry of 2 - D Simplex Methodnbr
Page 84 and 85: x 2 3 2y 0 3 2Z 20 5.26 11.1Clearly
Page 86 and 87: Geometry of 2 - D Simplex Methodnbr
Page 90 and 91: Another observation from the graph
Page 92 and 93: Warning #1The experimental runs use
Page 94 and 95: Warning #2, and Possible CureA poss
show all

Experimental Design - Math Site

Create successful ePaper yourself

Delete template?

Save as template?