Pre-Calculus

Vectors & Their Operations

๐Ÿ”ญ Pre-Calculus
โžก๏ธ

Vectors & Their Operations

Represent quantities with direction and magnitude, and compute dot products.

A vector has both magnitude and direction, unlike a scalar which has only magnitude. Vectors are represented as directed line segments or component form โŸจa, bโŸฉ. Vector operations include addition, scalar multiplication, and the dot product.

vโƒ—=โŸจa,bโŸฉโˆฃvโƒ—โˆฃ=a2+b2\vec{v} = \langle a, b \rangle \qquad |\vec{v}| = \sqrt{a^2 + b^2}
uโƒ—+vโƒ—=โŸจu1+v1,โ€…โ€Šu2+v2โŸฉcvโƒ—=โŸจca,cbโŸฉ\vec{u} + \vec{v} = \langle u_1+v_1,\; u_2+v_2 \rangle \qquad c\vec{v} = \langle ca, cb \rangle
uโƒ—โ‹…vโƒ—=u1v1+u2v2=โˆฃuโƒ—โˆฃโˆฃvโƒ—โˆฃcosโกฮธ\vec{u} \cdot \vec{v} = u_1 v_1 + u_2 v_2 = |\vec{u}||\vec{v}|\cos\theta
โŠฅ

Two vectors are perpendicular (orthogonal) if and only if their dot product is zero: uโƒ— ยท vโƒ— = 0.

๐ŸŽฏFinding the Angle Between Vectors
uโƒ— = โŸจ3, 4โŸฉ, vโƒ— = โŸจ1, 0โŸฉ. Dot product = 3. |uโƒ—| = 5, |vโƒ—| = 1. cos ฮธ = 3/(5ยท1) = 0.6. ฮธ = arccos(0.6) โ‰ˆ 53.1ยฐ.
cosโกฮธ=uโƒ—โ‹…vโƒ—โˆฃuโƒ—โˆฃโˆฃvโƒ—โˆฃ=35โ€…โ€ŠโŸนโ€…โ€Šฮธ=arccosโกโ€‰โฃ(35)โ‰ˆ53.1โˆ˜\cos\theta = \frac{\vec{u}\cdot\vec{v}}{|\vec{u}||\vec{v}|} = \frac{3}{5} \implies \theta = \arccos\!\left(\frac{3}{5}\right) \approx 53.1^\circ
๐Ÿ’ก

Remember This!

A unit vector has magnitude 1. To find the unit vector in the direction of vโƒ—, divide by its magnitude: รป = vโƒ—/|vโƒ—|. Unit vectors are useful for expressing direction without magnitude.

โœ๏ธ Try It!

What is the dot product of uโƒ— = โŸจ2, โˆ’3โŸฉ and vโƒ— = โŸจ4, 1โŸฉ?

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