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Engineering%20Math%20Rule%20Summary%20(Week%201%20to%206).pdf

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Rules Summary
Tutorial 1: Elementary of Vectors - Vector Product
3 ways to express the components of a vector:
1. Using the given coordinates:
๐‘Ž =๐‘ฅ −๐‘ฅ
๐‘Ž =๐‘ฆ −๐‘ฆ
๐‘Ž =๐‘ง −๐‘ง
2. By its components:
๐‘Žโƒ— = [๐‘Ž , ๐‘Ž , ๐‘Ž ]
3. By its unit vectors
๐‘Žโƒ— = ๐‘Ž ๐’Š + ๐‘Ž ๐’‹ + ๐‘Ž ๐’Œ
Sum & di๏ฌ€erence of two vectors:
๐‘Žโƒ— ± ๐‘โƒ— = [๐‘ ± ๐‘Ž , ๐‘ ± ๐‘Ž , ๐‘ ± ๐‘Ž ]
The length of a vector (magnitude of a vector):
|๐‘Žโƒ—| =
๐‘Ž +๐‘Ž +๐‘Ž
|๐‘Žโƒ—| =
๐‘Žโƒ— โˆ™ ๐‘Žโƒ—
๐‘– = [1,0,0]
๐‘— = [0,1,0] ๐‘˜ = [0,0,1]
|๐‘ฃโƒ—| = ๐‘Žโƒ— × ๐‘โƒ— = |๐‘Žโƒ—| ๐‘โƒ— ๐‘ ๐‘–๐‘›๐œƒ
The posi on vector (๐’“โƒ—):
๐‘Ÿโƒ— = [๐‘ฅ, ๐‘ฆ, ๐‘ง]
The unit vector ๐’–โƒ— in the direc on of vector ๐’—โƒ—:
๐‘ฃโƒ—
๐‘ขโƒ— =
|๐‘ฃโƒ—|
The inner dot product of two vectors:
๐‘Žโƒ— โˆ™ ๐‘โƒ— = ๐‘Ž ๐‘ + ๐‘Ž ๐‘ + ๐‘Ž ๐‘
The cross product of two vectors:
๐‘–
โƒ—
๐‘Žโƒ— × ๐‘ = ๐‘Ž
๐‘
๐‘—
๐‘Ž
๐‘
๐‘˜
๐‘Ž = (๐‘Ž ๐‘ − ๐‘Ž ๐‘ )๐’Š − (๐‘Ž ๐‘ − ๐‘Ž ๐‘ )๐’‹ + (๐‘Ž ๐‘ − ๐‘Ž ๐‘ )๐’Œ
๐‘
The angle between two vectors:
๐‘๐‘œ๐‘ ๐œƒ = |
โƒ—โˆ™โƒ—
โƒ—| โƒ—
0≤๐œƒ≤๐œ‹
๐‘Žโƒ— โˆ™ ๐‘โƒ— < 0 → ๐œƒ is an acute angle.
๐‘Žโƒ— โˆ™ ๐‘โƒ— = 0 → ๐œƒ is a right angle. (๐‘Žโƒ— & ๐‘โƒ—) are orthogonal/perpendicular/normal to each other
๐‘Žโƒ— โˆ™ ๐‘โƒ— > 0 → ๐œƒ is an obtuse angle.
๐‘ ๐‘–๐‘›๐œƒ =
โƒ—×โƒ—
| โƒ—| โƒ—
Scalar triple product:
๐‘Ž
โƒ—
โƒ—
๐‘Žโƒ— ๐‘ ๐‘โƒ— = ๐‘Žโƒ— โˆ™ ๐‘ × ๐‘โƒ— = ๐‘
๐‘
๐‘Ž
๐‘
๐‘
๐‘Ž
๐‘
๐‘
The resultant of vector:
๐‘…โƒ— = ๐‘Žโƒ— + ๐‘โƒ— + ๐‘โƒ—
Find ๐’‘โƒ— such that the given vectors & ๐’‘โƒ— are in equilibrium:
๐‘โƒ— = −๐‘…โƒ—
-
A scalar quan ty is determined by its magnitude.
A vector quan ty has both magnitude and direc on.
o Two vectors are equal if they have the same length and same direc on.
o A zero vector 0โƒ— has length equal to 0 and no direc on.
Tutorial 2: Di๏ฌ€eren a on of a Vector – Gradient & Direc onal Deriva ve – Divergence &
Curl of vector
Vector func on:
๐’—โƒ—(๐‘ก) = [๐‘ฃ (๐‘ก), ๐‘ฃ (๐‘ก), ๐‘ฃ (๐‘ก)]
Deriva ve of a vector func on:
๐’—โƒ—′(๐‘ก) = [๐‘ฃ ′(๐‘ก), ๐‘ฃ ′(๐‘ก), ๐‘ฃ ′(๐‘ก)]
Derive ๐‘ฃ (๐‘ก) with respect to ๐‘ฅ, ๐‘ฃ (๐‘ก) with respect to ๐‘ฆ, ๐‘ฃ (๐‘ก) with respect to ๐‘ง.
Parametric representa on for the vector func on of a curve with parameter ๐’•:
๐‘Ÿโƒ—(๐‘ก) = [๐‘ฅ(๐‘ก), ๐‘ฆ(๐‘ก), ๐‘ง(๐‘ก)]
The tangent of a curve:
๐’“โƒ—′(๐‘ก) = [๐‘ฅ′(๐‘ก), ๐‘ฆ′(๐‘ก), ๐‘ง′(๐‘ก)]
Unit tangent vector:
๐‘ขโƒ— =
๐’“โƒ— ( )
|๐’“โƒ— ( )|
Gradient of a scalar func on:
๐‘”๐‘Ž๐‘Ÿ๐‘‘ ๐‘“ = ∇๐‘“ =
๐œ•๐‘“ ๐œ•๐‘“ ๐œ•๐‘“
, ,
๐œ•๐‘ฅ ๐œ•๐‘ฆ ๐œ•๐‘ง
Direc onal deriva ve of a func on in the direc on of a par cular vector:
๐ท ๐‘“=
๐œ•๐‘“
๐‘Žโƒ—
=
โˆ™ ∇๐‘“
|๐‘Žโƒ—|
๐œ•๐‘ 
Divergence of a vector:
๐‘‘๐‘–๐‘ฃ ๐’—โƒ— =
๐œ•๐‘ฃ
๐œ•๐‘ฃ
๐œ•๐‘ฃ
+
+
๐œ•๐‘ฅ
๐œ•๐‘ฆ
๐œ•๐‘ง
Curl of a vector:
๐‘–
๐œ•
๐‘๐‘ข๐‘Ÿ๐‘™ ๐’—โƒ— = ∇ × ๐’—โƒ— =
๐œ•๐‘ฅ
๐‘ฃ
-
๐‘—
๐œ•
๐œ•๐‘ฆ
๐‘ฃ
๐‘˜
๐œ•
๐œ•
๐œ•
๐œ•
๐œ•
๐œ•
๐œ•
= ๐‘ฃ
−๐‘ฃ
๐‘–− ๐‘ฃ
−๐‘ฃ
๐‘—+ ๐‘ฃ
−๐‘ฃ
๐‘˜
๐œ•๐‘ฆ
๐œ•๐‘ง
๐œ•๐‘ง
๐œ•๐‘ฅ
๐œ•๐‘ฅ
๐œ•๐‘ฆ
๐œ•๐‘ง
๐‘ฃ
๐‘‘๐‘–๐‘ฃ (๐‘๐‘ข๐‘Ÿ๐‘™) = 0
๐‘๐‘ข๐‘Ÿ๐‘™ (๐‘”๐‘Ÿ๐‘Ž๐‘‘) = 0
Gradient is the rate of change of a scalar func on in the direc on of maximum change.
Tutorial 3: Polar Coordinates – Line, Surface, & Volume Integrals
Plane Polar
๐‘Ÿ =๐‘ฅ +๐‘ฆ
๐‘ฆ
๐‘ก๐‘Ž๐‘›๐œƒ =
๐‘ฅ
๐‘ฅ = ๐‘Ÿ๐‘๐‘œ๐‘ ๐œƒ
๐‘ฆ = ๐‘Ÿ๐‘ ๐‘–๐‘›๐œƒ
๐‘‘๐‘† = ๐‘Ÿ๐‘‘๐‘Ÿ๐‘‘๐œƒ
Cylindrical Polar
๐‘Ÿ=
๐‘ฅ +๐‘ฆ
๐‘ฆ
๐‘ก๐‘Ž๐‘›๐œƒ =
๐‘ฅ
๐‘ง=๐‘ง
๐‘ฅ = ๐‘Ÿ๐‘๐‘œ๐‘ ๐œƒ
๐‘ฆ = ๐‘Ÿ๐‘ ๐‘–๐‘›๐œƒ
๐‘ง=๐‘ง
๐‘‘๐‘‰ = ๐‘Ÿ๐‘‘๐‘Ÿ๐‘‘๐œƒ๐‘‘๐‘ง
Line integrals
1.
2.
3.
4.
๐‘Ÿโƒ—(๐‘ก) = [๐‘ฅ(๐‘ก), ๐‘ฆ(๐‘ก), ๐‘ง(๐‘ก)]
๐’“โƒ—′(๐‘ก) = [๐‘ฅ′(๐‘ก), ๐‘ฆ′(๐‘ก), ๐‘ง′(๐‘ก)]
๐น ๐‘Ÿโƒ—(๐‘ก)
๐น ๐‘Ÿโƒ—(๐‘ก) โˆ™ ๐’“โƒ—′(๐‘ก)
5. ∫ ๐น ๐‘Ÿโƒ—(๐‘ก) โˆ™ ๐’“โƒ—′(๐‘ก)๐‘‘๐‘ก
Surface integrals
1.
2.
3.
4.
5.
6.
7.
๐‘Ÿโƒ—(๐‘ข, ๐‘ฃ) = [๐‘ฅ(๐‘ข, ๐‘ฃ), ๐‘ฆ(๐‘ข, ๐‘ฃ), ๐‘ง(๐‘ข, ๐‘ฃ)]
๐’“โƒ—′(๐‘ข) = [๐‘ฅ′(๐‘ข, ๐‘ฃ), ๐‘ฆ′(๐‘ข, ๐‘ฃ), ๐‘ง′(๐‘ข, ๐‘ฃ)]
๐’“โƒ—′(๐‘ฃ) = [๐‘ฅ′(๐‘ข, ๐‘ฃ), ๐‘ฆ′(๐‘ข, ๐‘ฃ), ๐‘ง′(๐‘ข, ๐‘ฃ)]
๐‘ = ๐’“โƒ—′(๐‘ข) × ๐’“โƒ—′(๐‘ฃ)
๐น ๐‘Ÿโƒ—(๐‘ข, ๐‘ฃ)
๐น ๐‘Ÿโƒ—(๐‘ข, ๐‘ฃ) โˆ™ ๐‘
โˆฌ ๐น ๐‘Ÿโƒ—(๐‘ข, ๐‘ฃ) โˆ™ ๐‘๐‘‘๐‘ข๐‘‘๐‘ฃ
Volume integral
๐‘“(๐‘ฅ, ๐‘ฆ, ๐‘ง)๐‘‘๐‘ฅ๐‘‘๐‘ฆ๐‘‘๐‘ง
Volume integral is the triple integral of a func on over the region ๐‘‡
Unit normal vector:
๐’=
๐‘ต
|๐‘ต|
Area of parallelogram with sides ๐’“๐’– and ๐’“๐’— :
|๐‘ต| = |๐’“ × ๐’“ |
Spherical Polar
๐‘ฅ = ๐‘Ÿ๐‘ ๐‘–๐‘›๐œƒ๐‘๐‘œ๐‘ ๐œ™
๐‘ฆ = ๐‘Ÿ๐‘ ๐‘–๐‘›๐œƒ๐‘ ๐‘–๐‘›๐œ™
๐‘ง = ๐‘Ÿ๐‘๐‘œ๐‘ ๐œƒ
๐‘‘๐‘† = ๐‘Ÿ ๐‘ ๐‘–๐‘›๐œƒ๐‘‘๐‘Ÿ๐‘‘๐œƒ
๐‘‘๐‘‰ = ๐‘Ÿ ๐‘ ๐‘–๐‘›๐œƒ๐‘‘๐‘Ÿ๐‘‘๐œƒ๐‘‘๐œ™
Tutorial 4: Green’s Theorem – Divergence Theorem of Gauss – Stokes’ Theorem
Green’s Theorem in the Plane:
๐‘‘๐‘ฅ๐‘‘๐‘ฆ = โˆฎ(๐น ๐‘‘๐‘ฅ + ๐น ๐‘‘๐‘ฆ)
−
โˆฌ
Green’s Theorem given the curl of vector func on ๐‘ญ:
โˆฌ(๐‘๐‘ข๐‘Ÿ๐‘™ ๐‘ญ) โˆ™ ๐’Œ๐‘‘๐‘ฅ๐‘‘๐‘ฆ = โˆฎ ๐‘ญ โˆ™ ๐‘‘๐’“
Green’s theorem steps of solving:
1.
2.
−
3.
4. โˆฌ
−
๐‘‘๐‘ฅ๐‘‘๐‘ฆ
Divergence Theorem of Gauss:
๐‘‘๐‘–๐‘ฃ ๐‘ญ =
+
+
โˆญ (๐‘‘๐‘–๐‘ฃ ⋅ ๐…) ๐‘‘๐‘‰ = โˆฏ ๐… ⋅ ๐ง ๐‘‘๐€
Stokes’ Theorem (generaliza on of greens theorem):
∫ ∫ (๐‘๐‘ข๐‘Ÿ๐‘™ ๐…) ⋅ ๐ง ๐‘‘๐€ = โˆฎ ๐… ⋅ ๐ซ′(๐ฌ) ๐‘‘๐ฌ
Stokes’ theorem steps of solving:
1. ๐‘๐‘ข๐‘Ÿ๐‘™ ๐‘ญ
2. ๐‘ต = ∇ ๐‘ง − ๐‘“(๐‘ฅ, ๐‘ฆ)
3. ๐‘๐‘ข๐‘Ÿ๐‘™ ๐‘ญ โˆ™ ๐‘ต
Tutorial 5: Elementary of Complex Numbers - Geometric Representa on in the Complex
Plane - Polar Form of Complex Numbers -Power and Roots
-
A complex number ๐‘ง is an ordered pair of real numbers ๐‘ฅ and ๐‘ฆ: ๐‘ง = (๐‘ฅ, ๐‘ฆ).
o Real part: ๐‘ฅ = ๐‘…๐‘’ ๐‘ง
o Imaginary part: ๐‘ฆ = ๐ผ๐‘š ๐‘ง
Addi on & Subtrac on of two complex numbers:
๐‘ง ± ๐‘ง = (๐‘ฅ , ๐‘ฆ ) ± (๐‘ฅ , ๐‘ฆ ) = (๐‘ฅ ± ๐‘ฅ ) + ๐‘–(๐‘ฆ ± ๐‘ฆ )
Mul plica on of two complex numbers:
๐‘ง ๐‘ง = (๐‘ฅ , ๐‘ฆ )(๐‘ฅ , ๐‘ฆ ) = (๐‘ฅ ๐‘ฅ − ๐‘ฆ ๐‘ฆ ,
๐‘ฅ ๐‘ฆ +๐‘ฅ ๐‘ฆ )
Division of complex numbers:
๐‘ง=
-
=
×
=
+๐‘–
Complex number can be represented on a complex plane with the real part on the x-axis and the
imaginary part on the y-axis.
The complex conjugate (๐‘งฬ…) is the re๏ฌ‚ec on of complex number on the real axis.
o ๐‘ง = ๐‘ฅ + ๐‘–๐‘ฆ
o ๐‘งฬ… = ๐‘ฅ − ๐‘–๐‘ฆ
Proper es of complex conjugate numbers:
1
๐‘…๐‘’ ๐‘ง = ๐‘ฅ = (๐‘ง + ๐‘งฬ…)
2
๐ผ๐‘š ๐‘ง = ๐‘ฆ =
1
(๐‘ง − ๐‘งฬ…)
2๐‘–
(๐‘ง ± ๐‘ง ) = ๐‘ง ± ๐‘ง
(๐‘ง ๐‘ง ) = ๐‘ง ๐‘ง
๐‘ง
๐‘ง
-
=
๐‘ง
๐‘ง
The complex number can be represented in polar form: ๐‘ง = ๐‘Ÿ(๐‘๐‘œ๐‘ ๐œƒ + ๐‘–๐‘ ๐‘–๐‘›๐œƒ)
o Real part: ๐‘ฅ = ๐‘Ÿ๐‘๐‘œ๐‘ ๐œƒ
o Imaginary part: ๐‘ฆ = ๐‘Ÿ๐‘ ๐‘–๐‘›๐œƒ
๏‚ง Absolute value (modulus of z): ๐‘Ÿ = |๐’›| = ๐‘ฅ + ๐‘ฆ = √๐‘ง๐‘งฬ…
๏‚ง
๐œƒ = tan
The principal value ๐‘จ๐’“๐’ˆ ๐’›:
−๐œ‹ < ๐ด๐‘Ÿ๐‘” ๐‘ง โ‰ฆ ๐œ‹
- Angle ๐œฝ = ๐š๐ซ๐  ๐’›:
arg ๐‘ง = ๐ด๐‘Ÿ๐‘” ๐‘ง ± 2๐‘›๐œ‹
The triangle inequality:
|๐‘ง + ๐‘ง | โ‰ฆ |๐‘ง | + |๐‘ง |
-
Mul plica on of two complex numbers in polar form:
๐‘ง ๐‘ง = ๐‘Ÿ ๐‘Ÿ [cos(๐œƒ + ๐œƒ ) + ๐‘–๐‘ ๐‘–๐‘›(๐œƒ + ๐œƒ )]
|๐‘ง ๐‘ง | = |๐‘ง ||๐‘ง |
arg(๐‘ง ๐‘ง ) = arg ๐‘ง + arg ๐‘ง up to mul ples of 2๐œ‹
Division of two complex numbers in polar form:
= [cos(๐œƒ − ๐œƒ ) + ๐‘–๐‘ ๐‘–๐‘›(๐œƒ − ๐œƒ )]
|๐‘ง |
๐‘ง
=
๐‘ง ≠0
|๐‘ง |
๐‘ง
arg = arg ๐‘ง − arg ๐‘ง up to mul ples of 2๐œ‹
A complex number with integer power:
๐‘ง = ๐‘Ÿ (๐‘๐‘œ๐‘  ๐‘›๐œƒ + ๐‘–๐‘ ๐‘–๐‘› ๐‘›๐œƒ)
De Moivre’s formula:
(cos ๐œƒ + ๐‘– sin ๐œƒ) = cos ๐‘›๐œƒ + ๐‘– sin ๐‘›๐œƒ
The ๐’th root of ๐’›:
๐‘ค = √๐‘ง = √๐‘Ÿ cos
+ isin
๐‘˜ = 0,1, … . , ๐‘› − 1
Tutorial 6: Elementary of Complex Func ons – Limit, Con nuity, & Deriva ves – Cauchy
Riemann Equa ons – Laplace’s Equa ons
A circle in complex plane with center ๐’‚ and radius
๐†
Two circles in the complex plane both with center
๐’‚ and radius ๐†๐Ÿ , ๐†๐Ÿ
|๐‘ง − ๐‘Ž| = ๐œŒ
The set of all points located on the circle itself
๐œŒ < |๐‘ง − ๐‘Ž| < ๐œŒ
The set of all points located in the interior between
the two circles (open annulus - circular ring)
|๐‘ง − ๐‘Ž| < ๐œŒ
The set of all points located in the interior of the
circle (open circular disk)
๐œŒ ≤ |๐‘ง − ๐‘Ž| ≤ ๐œŒ
The set of all points located on the two circles and
in the interior between them (closed annulus)
|๐‘ง − ๐‘Ž| > ๐œŒ
The set of all points located in the exterior of the
circle
|๐‘ง − ๐‘Ž| ≤ ๐œŒ
The set of all points located on the circle itself and
its interior (closed circular disk)
๐‘ฆ>0
The set of all points
located in the open
upper half plane
Half Planes
๐‘ฆ<0
๐‘ฅ>0
The set of all points
The set of all points
located in the open
located in the open
lower half plane
right half plane
๐‘ฅ<0
The set of all points
located in the open le
half plane
-
The boundary of ๐‘† is the set of all points on the boundary of the set.
Set ๐‘† is open if every point of ๐‘† is interior and no points is boundary (open circular disk and open
half plane)
Set ๐‘† is Close if it includes every interior and boundary points (clothes circular desk and closed
annulus)
Set ๐‘† is connected if we can connect between any two points in ๐‘†.
Set ๐‘† is called a domain if it's open and connected.
The set of all points in the complex plane that do not belong to the set ๐‘† is called the
complement of set ๐‘†.
Set ๐‘† is region if it includes at least all points in the domain.
-
A func on is set to have the limit ๐‘™ as ๐‘ง approaches a point ๐‘ง : lim ๐‘“(๐‘ง) = ๐‘™
-
For every posi ve real ๐œ– we can ๏ฌnd a posi ve real ๐›ฟ such that for all ๐‘ง ≠ ๐‘ง in the disk
|๐‘ง − ๐‘ง | < ๐›ฟ.
A func on is set to be con nuous at ๐‘ง = ๐‘ง if ๐‘“(๐‘ง ) is de๏ฌned and lim ๐‘“(๐‘ง) = ๐‘“(๐‘ง ).
-
-
→
→
๐‘“(๐‘ง) Is set to be con nuous in the domain if it is con nuous at each point of this domain.
The deriva ve of a complex func on ๐‘“ at point ๐‘ง is wri en ๐‘“′(๐‘ง ) and is de๏ฌned by
๐‘“(๐‘ง + โˆ†๐‘ง) − ๐‘“(๐‘ง )
๐‘“ (๐‘ง ) = lim
โˆ† →
โˆ†๐‘ง
Di๏ฌ€eren a on rules
(๐‘๐‘“) = ๐‘๐‘“
(๐‘“ + ๐‘”) = ๐‘“ + ๐‘”
(๐‘“๐‘”) = ๐‘“ ๐‘” + ๐‘” ๐‘“
๐‘“
๐‘“ ๐‘”−๐‘” ๐‘“
=
๐‘”
๐‘”
(๐‘ง ) = ๐‘›๐‘ง
-
-
A func on is said to be analy c in a domain ๐ท if ๐‘“(๐‘ง) is de๏ฌned and di๏ฌ€eren able at all points of
the domain.
The func on ๐‘“(๐‘ง) is set to be analy c at point ๐‘ง = ๐‘ง in ๐ท if ๐‘“(๐‘ง) is analy c in a neighborhood
of ๐‘ง .
Cauchy – Riemann Equa ons:
-
๐‘“ is analy c in a domain ๐ท if and only if the ๏ฌrst par al deriva ves of ๐‘ข and ๐‘ฃ set aside the two
Cauchy – Riemann Equa ons.
๐‘ข =๐‘ฃ
๐‘ข = −๐‘ฃ
-
Cauchy – Riemann Equa ons in polar forms:
๐‘ข = ๐‘ฃ
๐‘ฃ =− ๐‘ข
Laplace’s Equa on:
If ๐‘“(๐‘ง) = ๐‘ข(๐‘ฅ, ๐‘ฆ) + ๐‘–๐‘ฃ(๐‘ฅ, ๐‘ฆ) is analy c in a domain ๐ท then ๐‘ข & ๐‘ฃ sa sfy Laplace’s Equa on:
∇ ๐‘ข=๐‘ข
+๐‘ข
=0
∇ ๐‘ฃ=๐‘ฃ
+๐‘ฃ
=0
Solu ons of Laplace’s Equa on having con nuous second order par al deriva ves are called harmonic
func ons, where ๐‘ฃ set to be a harmonic conjugate func on of ๐‘ข
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