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Question 9
Sum first, then normalize
Two dimensionless vectors are and . Compare normalizing their sum with adding their separately normalized directions.
Diagram shown in the original SVG worksheet.
Find the unit direction of .
Find , its magnitude, and its unit direction. Why does this direction differ from part (a)?
Give a condition under which the two procedures give the same final direction, and a case in which neither summed direction exists.
Question 9 - Solution
Sum first, then normalize
Diagram shown in the original SVG worksheet.
(a) Retain the relative sizes before normalization.
has magnitude 5. Its unit direction is , at from east.
(b) Normalization discards the original weights.
has magnitude , not one. Its unit direction is , at . Separately normalizing the inputs replaces their 3:4 weighting by 1:1 and therefore changes the summed direction.
(c) State the exceptions precisely.
Equal nonzero input magnitudes make the two sums proportional by a positive factor, provided their sum is nonzero. If the two inputs have equal magnitude and opposite directions, both sums vanish, so no unit direction exists. Unit vectors are not closed under addition.