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The dot product relationship, a dot b = | a | | b | cos(theta), can be used to determine the acute angle between vector a and vector b ( 0 to pi ).

The definition of | a | is ( a(1)a(1)+a(2)a(2)...+a(n)a(n) )^0.5.

The definition of "a dot b" is a(1)b(1)+a(2)b(2)...+a(n)b(n). (wikipedia)

In 3-D the angle is in the plane created by the vectors a and b.

The input may be a 2-D or a 3-D vector. These represent physical models.

An extension of this angular determination given vectors problem is to provide two points for each vector. The practical application relates to Laser Trackers which best fit multiple points for lines, surfaces, annular surfaces, and other reference points.

Examples:

a=[1 0] (x-axis); b=[0 1] (y-axis) which intersect at 90 degrees (pi/2)

theta=acos(a dot b/(|a||b|)=acos(0/(1*1))=pi/2 radians

a=[1 1 0] 45 degrees in xy plane b=[1 1 1.414] 45 degree vector in Z above a 45 degree rotation in XY plane.

theta=acos(a dot b/(|a||b|)=acos(2/(1.414*2))=pi/4 radians

65 correct solutions
33 incorrect solutions

Last solution submitted on Apr 26, 2015