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Mathematics · Ch 6 — Applications of Vector Algebra

Geometrical Interpretation

6.3.1

Geometrical Interpretation

Projections. If a⃗\vec a is any vector and n^\hat n a unit vector, then a⃗⋅n^\vec a\cdot\hat n is the (signed) projection of a⃗\vec a onto the line along n^\hat n: it is positive when the angle between a⃗\vec a and n^\hat n is acute, and negative when that angle is obtuse.

For arbitrary non-zero vectors a⃗,b⃗\vec a,\vec b: ∣a⃗⋅b⃗∣b⃗∣∣=∣a⃗⋅b⃗∣a⃗∣∣\left|\dfrac{\vec a\cdot\vec b}{|\vec b|}\right|=\left|\dfrac{\vec a\cdot\vec b}{|\vec a|}\right| can be read as the length of the projection of b⃗\vec b along a⃗\vec a's direction or of a⃗\vec a along b⃗\vec b's direction. We recall a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec a\cdot\vec b=|\vec a||\vec b|\cos\theta, where θ\theta is the angle from a⃗\vec a to b⃗\vec b measured counter-clockwise.

Remark 6.1(1). The angle between two non-zero vectors is θ=cos⁡−1(a⃗⋅b⃗∣a⃗∣∣b⃗∣)\theta=\cos^{-1}\left(\dfrac{\vec a\cdot\vec b}{|\vec a||\vec b|}\right).

Remark (2). a⃗,b⃗\vec a,\vec b are parallel iff the angle between them is 00 or π\pi.

Remark (3). a⃗,b⃗\vec a,\vec b are perpendicular iff the angle between them is π/2\pi/2 or 3π/23\pi/2.

Properties (for any non-zero a⃗,b⃗\vec a,\vec b):

a⃗⋅b⃗=0  ⟺  a⃗⊥b⃗,a⃗×b⃗=0⃗  ⟺  a⃗∥b⃗.\vec a\cdot\vec b=0\iff \vec a\perp\vec b,\qquad \vec a\times\vec b=\vec 0\iff \vec a\parallel\vec b.

For any vectors a⃗,b⃗,c⃗\vec a,\vec b,\vec c and scalar α\alpha: a⃗⋅b⃗=b⃗⋅a⃗\vec a\cdot\vec b=\vec b\cdot\vec a (commutative), a⃗⋅(b⃗+c⃗)=a⃗⋅b⃗+a⃗⋅c⃗\vec a\cdot(\vec b+\vec c)=\vec a\cdot\vec b+\vec a\cdot\vec c (distributive), a⃗⋅(αb⃗)=α(a⃗⋅b⃗)=(αa⃗)⋅b⃗\vec a\cdot(\alpha\vec b)=\alpha(\vec a\cdot\vec b)=(\alpha\vec a)\cdot\vec b; and a⃗×b⃗=−(b⃗×a⃗)\vec a\times\vec b=-(\vec b\times\vec a) (anticommutative, not commutative), a⃗×(b⃗+c⃗)=a⃗×b⃗+a⃗×c⃗\vec a\times(\vec b+\vec c)=\vec a\times\vec b+\vec a\times\vec c, a⃗×(αb⃗)=α(a⃗×b⃗)=(αa⃗)×b⃗\vec a\times(\alpha\vec b)=\alpha(\vec a\times\vec b)=(\alpha\vec a)\times\vec b. …

Figure 6.4Fig. 6.4 - Positive dot product: the angle theta between a and the unit vector n-hat is acute, so the projection a.n-hat lies along n-hat and is positive.
Fig. 6.4 — Fig. 6.4 - Positive dot product: the angle theta between a and the unit vector n-hat is acute, so the projection a.n-hat lies along n-hat and is positive.

Drawn by us to help you understand the concept clearly, and verified to make sure it's accurate. For exams, practice from your textbook's own diagram.

What this figure shows. Fig. 6.4 - Positive dot product: the angle theta between a and the unit vector n-hat is acute, so the projection a.n-hat lies along n-hat an …

Figure 6.5Fig. 6.5 - Negative dot product: the angle theta between a and the unit vector n-hat is obtuse, so the projection a.n-hat falls opposite to n-hat and is negative.
Fig. 6.5 — Fig. 6.5 - Negative dot product: the angle theta between a and the unit vector n-hat is obtuse, so the projection a.n-hat falls opposite to n-hat and is negative.

Drawn by us to help you understand the concept clearly, and verified to make sure it's accurate. For exams, practice from your textbook's own diagram.

What this figure shows. Fig. 6.5 - Negative dot product: the angle theta between a and the unit vector n-hat is obtuse, so the projection a.n-hat falls opposite to n-hat a …