Rules Summary Tutorial 1: Elementary of Vectors - Vector Product 3 ways to express the components of a vector: 1. Using the given coordinates: ๐ =๐ฅ −๐ฅ ๐ =๐ฆ −๐ฆ ๐ =๐ง −๐ง 2. By its components: ๐โ = [๐ , ๐ , ๐ ] 3. By its unit vectors ๐โ = ๐ ๐ + ๐ ๐ + ๐ ๐ Sum & di๏ฌerence of two vectors: ๐โ ± ๐โ = [๐ ± ๐ , ๐ ± ๐ , ๐ ± ๐ ] The length of a vector (magnitude of a vector): |๐โ| = ๐ +๐ +๐ |๐โ| = ๐โ โ ๐โ ๐ = [1,0,0] ๐ = [0,1,0] ๐ = [0,0,1] |๐ฃโ| = ๐โ × ๐โ = |๐โ| ๐โ ๐ ๐๐๐ The posi on vector (๐โ): ๐โ = [๐ฅ, ๐ฆ, ๐ง] The unit vector ๐โ in the direc on of vector ๐โ: ๐ฃโ ๐ขโ = |๐ฃโ| The inner dot product of two vectors: ๐โ โ ๐โ = ๐ ๐ + ๐ ๐ + ๐ ๐ The cross product of two vectors: ๐ โ ๐โ × ๐ = ๐ ๐ ๐ ๐ ๐ ๐ ๐ = (๐ ๐ − ๐ ๐ )๐ − (๐ ๐ − ๐ ๐ )๐ + (๐ ๐ − ๐ ๐ )๐ ๐ The angle between two vectors: ๐๐๐ ๐ = | โโโ โ| โ 0≤๐≤๐ ๐โ โ ๐โ < 0 → ๐ is an acute angle. ๐โ โ ๐โ = 0 → ๐ is a right angle. (๐โ & ๐โ) are orthogonal/perpendicular/normal to each other ๐โ โ ๐โ > 0 → ๐ is an obtuse angle. ๐ ๐๐๐ = โ×โ | โ| โ Scalar triple product: ๐ โ โ ๐โ ๐ ๐โ = ๐โ โ ๐ × ๐โ = ๐ ๐ ๐ ๐ ๐ ๐ ๐ ๐ The resultant of vector: ๐ โ = ๐โ + ๐โ + ๐โ Find ๐โ such that the given vectors & ๐โ are in equilibrium: ๐โ = −๐ โ - 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 0โ has length equal to 0 and no direc on. Tutorial 2: Di๏ฌeren a on of a Vector – Gradient & Direc onal Deriva ve – Divergence & Curl of vector Vector func on: ๐โ(๐ก) = [๐ฃ (๐ก), ๐ฃ (๐ก), ๐ฃ (๐ก)] Deriva ve of a vector func on: ๐โ′(๐ก) = [๐ฃ ′(๐ก), ๐ฃ ′(๐ก), ๐ฃ ′(๐ก)] Derive ๐ฃ (๐ก) with respect to ๐ฅ, ๐ฃ (๐ก) with respect to ๐ฆ, ๐ฃ (๐ก) with respect to ๐ง. Parametric representa on for the vector func on of a curve with parameter ๐: ๐โ(๐ก) = [๐ฅ(๐ก), ๐ฆ(๐ก), ๐ง(๐ก)] The tangent of a curve: ๐โ′(๐ก) = [๐ฅ′(๐ก), ๐ฆ′(๐ก), ๐ง′(๐ก)] Unit tangent vector: ๐ขโ = ๐โ ( ) |๐โ ( )| Gradient of a scalar func on: ๐๐๐๐ ๐ = ∇๐ = ๐๐ ๐๐ ๐๐ , , ๐๐ฅ ๐๐ฆ ๐๐ง Direc onal deriva ve of a func on in the direc on of a par cular vector: ๐ท ๐= ๐๐ ๐โ = โ ∇๐ |๐โ| ๐๐ Divergence of a vector: ๐๐๐ฃ ๐โ = ๐๐ฃ ๐๐ฃ ๐๐ฃ + + ๐๐ฅ ๐๐ฆ ๐๐ง Curl of a vector: ๐ ๐ ๐๐ข๐๐ ๐โ = ∇ × ๐โ = ๐๐ฅ ๐ฃ - ๐ ๐ ๐๐ฆ ๐ฃ ๐ ๐ ๐ ๐ ๐ ๐ ๐ ๐ = ๐ฃ −๐ฃ ๐− ๐ฃ −๐ฃ ๐+ ๐ฃ −๐ฃ ๐ ๐๐ฆ ๐๐ง ๐๐ง ๐๐ฅ ๐๐ฅ ๐๐ฆ ๐๐ง ๐ฃ ๐๐๐ฃ (๐๐ข๐๐) = 0 ๐๐ข๐๐ (๐๐๐๐) = 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 =๐ฅ +๐ฆ ๐ฆ ๐ก๐๐๐ = ๐ฅ ๐ฅ = ๐๐๐๐ ๐ ๐ฆ = ๐๐ ๐๐๐ ๐๐ = ๐๐๐๐๐ Cylindrical Polar ๐= ๐ฅ +๐ฆ ๐ฆ ๐ก๐๐๐ = ๐ฅ ๐ง=๐ง ๐ฅ = ๐๐๐๐ ๐ ๐ฆ = ๐๐ ๐๐๐ ๐ง=๐ง ๐๐ = ๐๐๐๐๐๐๐ง Line integrals 1. 2. 3. 4. ๐โ(๐ก) = [๐ฅ(๐ก), ๐ฆ(๐ก), ๐ง(๐ก)] ๐โ′(๐ก) = [๐ฅ′(๐ก), ๐ฆ′(๐ก), ๐ง′(๐ก)] ๐น ๐โ(๐ก) ๐น ๐โ(๐ก) โ ๐โ′(๐ก) 5. ∫ ๐น ๐โ(๐ก) โ ๐โ′(๐ก)๐๐ก Surface integrals 1. 2. 3. 4. 5. 6. 7. ๐โ(๐ข, ๐ฃ) = [๐ฅ(๐ข, ๐ฃ), ๐ฆ(๐ข, ๐ฃ), ๐ง(๐ข, ๐ฃ)] ๐โ′(๐ข) = [๐ฅ′(๐ข, ๐ฃ), ๐ฆ′(๐ข, ๐ฃ), ๐ง′(๐ข, ๐ฃ)] ๐โ′(๐ฃ) = [๐ฅ′(๐ข, ๐ฃ), ๐ฆ′(๐ข, ๐ฃ), ๐ง′(๐ข, ๐ฃ)] ๐ = ๐โ′(๐ข) × ๐โ′(๐ฃ) ๐น ๐โ(๐ข, ๐ฃ) ๐น ๐โ(๐ข, ๐ฃ) โ ๐ โฌ ๐น ๐โ(๐ข, ๐ฃ) โ ๐๐๐ข๐๐ฃ Volume integral ๐(๐ฅ, ๐ฆ, ๐ง)๐๐ฅ๐๐ฆ๐๐ง Volume integral is the triple integral of a func on over the region ๐ Unit normal vector: ๐= ๐ต |๐ต| Area of parallelogram with sides ๐๐ and ๐๐ : |๐ต| = |๐ × ๐ | Spherical Polar ๐ฅ = ๐๐ ๐๐๐๐๐๐ ๐ ๐ฆ = ๐๐ ๐๐๐๐ ๐๐๐ ๐ง = ๐๐๐๐ ๐ ๐๐ = ๐ ๐ ๐๐๐๐๐๐๐ ๐๐ = ๐ ๐ ๐๐๐๐๐๐๐๐๐ Tutorial 4: Green’s Theorem – Divergence Theorem of Gauss – Stokes’ Theorem Green’s Theorem in the Plane: ๐๐ฅ๐๐ฆ = โฎ(๐น ๐๐ฅ + ๐น ๐๐ฆ) − โฌ Green’s Theorem given the curl of vector func on ๐ญ: โฌ(๐๐ข๐๐ ๐ญ) โ ๐๐๐ฅ๐๐ฆ = โฎ ๐ญ โ ๐๐ Green’s theorem steps of solving: 1. 2. − 3. 4. โฌ − ๐๐ฅ๐๐ฆ Divergence Theorem of Gauss: ๐๐๐ฃ ๐ญ = + + โญ (๐๐๐ฃ ⋅ ๐ ) ๐๐ = โฏ ๐ ⋅ ๐ง ๐๐ Stokes’ Theorem (generaliza on of greens theorem): ∫ ∫ (๐๐ข๐๐ ๐ ) ⋅ ๐ง ๐๐ = โฎ ๐ ⋅ ๐ซ′(๐ฌ) ๐๐ฌ Stokes’ theorem steps of solving: 1. ๐๐ข๐๐ ๐ญ 2. ๐ต = ∇ ๐ง − ๐(๐ฅ, ๐ฆ) 3. ๐๐ข๐๐ ๐ญ โ ๐ต Tutorial 5: Elementary of Complex Numbers - Geometric Representa on in the Complex Plane - Polar Form of Complex Numbers -Power and Roots - A complex number ๐ง is an ordered pair of real numbers ๐ฅ and ๐ฆ: ๐ง = (๐ฅ, ๐ฆ). o Real part: ๐ฅ = ๐ ๐ ๐ง o Imaginary part: ๐ฆ = ๐ผ๐ ๐ง Addi on & Subtrac on of two complex numbers: ๐ง ± ๐ง = (๐ฅ , ๐ฆ ) ± (๐ฅ , ๐ฆ ) = (๐ฅ ± ๐ฅ ) + ๐(๐ฆ ± ๐ฆ ) Mul plica on of two complex numbers: ๐ง ๐ง = (๐ฅ , ๐ฆ )(๐ฅ , ๐ฆ ) = (๐ฅ ๐ฅ − ๐ฆ ๐ฆ , ๐ฅ ๐ฆ +๐ฅ ๐ฆ ) Division of complex numbers: ๐ง= - = × = +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 (๐งฬ ) is the re๏ฌec on of complex number on the real axis. o ๐ง = ๐ฅ + ๐๐ฆ o ๐งฬ = ๐ฅ − ๐๐ฆ Proper es of complex conjugate numbers: 1 ๐ ๐ ๐ง = ๐ฅ = (๐ง + ๐งฬ ) 2 ๐ผ๐ ๐ง = ๐ฆ = 1 (๐ง − ๐งฬ ) 2๐ (๐ง ± ๐ง ) = ๐ง ± ๐ง (๐ง ๐ง ) = ๐ง ๐ง ๐ง ๐ง - = ๐ง ๐ง The complex number can be represented in polar form: ๐ง = ๐(๐๐๐ ๐ + ๐๐ ๐๐๐) o Real part: ๐ฅ = ๐๐๐๐ ๐ o Imaginary part: ๐ฆ = ๐๐ ๐๐๐ ๏ง Absolute value (modulus of z): ๐ = |๐| = ๐ฅ + ๐ฆ = √๐ง๐งฬ ๏ง ๐ = tan The principal value ๐จ๐๐ ๐: −๐ < ๐ด๐๐ ๐ง โฆ ๐ - Angle ๐ฝ = ๐๐ซ๐ ๐: arg ๐ง = ๐ด๐๐ ๐ง ± 2๐๐ The triangle inequality: |๐ง + ๐ง | โฆ |๐ง | + |๐ง | - Mul plica on of two complex numbers in polar form: ๐ง ๐ง = ๐ ๐ [cos(๐ + ๐ ) + ๐๐ ๐๐(๐ + ๐ )] |๐ง ๐ง | = |๐ง ||๐ง | arg(๐ง ๐ง ) = arg ๐ง + arg ๐ง up to mul ples of 2๐ Division of two complex numbers in polar form: = [cos(๐ − ๐ ) + ๐๐ ๐๐(๐ − ๐ )] |๐ง | ๐ง = ๐ง ≠0 |๐ง | ๐ง arg = arg ๐ง − arg ๐ง up to mul ples of 2๐ A complex number with integer power: ๐ง = ๐ (๐๐๐ ๐๐ + ๐๐ ๐๐ ๐๐) De Moivre’s formula: (cos ๐ + ๐ sin ๐) = cos ๐๐ + ๐ sin ๐๐ The ๐th root of ๐: ๐ค = √๐ง = √๐ 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 ๐๐ , ๐๐ |๐ง − ๐| = ๐ The set of all points located on the circle itself ๐ < |๐ง − ๐| < ๐ The set of all points located in the interior between the two circles (open annulus - circular ring) |๐ง − ๐| < ๐ The set of all points located in the interior of the circle (open circular disk) ๐ ≤ |๐ง − ๐| ≤ ๐ The set of all points located on the two circles and in the interior between them (closed annulus) |๐ง − ๐| > ๐ The set of all points located in the exterior of the circle |๐ง − ๐| ≤ ๐ The set of all points located on the circle itself and its interior (closed circular disk) ๐ฆ>0 The set of all points located in the open upper half plane Half Planes ๐ฆ<0 ๐ฅ>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 ๐ฅ<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 ๐ง approaches a point ๐ง : lim ๐(๐ง) = ๐ - For every posi ve real ๐ we can ๏ฌnd a posi ve real ๐ฟ such that for all ๐ง ≠ ๐ง in the disk |๐ง − ๐ง | < ๐ฟ. A func on is set to be con nuous at ๐ง = ๐ง if ๐(๐ง ) is de๏ฌned and lim ๐(๐ง) = ๐(๐ง ). - - → → ๐(๐ง) 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 ๐ง is wri en ๐′(๐ง ) and is de๏ฌned by ๐(๐ง + โ๐ง) − ๐(๐ง ) ๐ (๐ง ) = lim โ → โ๐ง Di๏ฌeren a on rules (๐๐) = ๐๐ (๐ + ๐) = ๐ + ๐ (๐๐) = ๐ ๐ + ๐ ๐ ๐ ๐ ๐−๐ ๐ = ๐ ๐ (๐ง ) = ๐๐ง - - A func on is said to be analy c in a domain ๐ท if ๐(๐ง) is de๏ฌned and di๏ฌeren able at all points of the domain. The func on ๐(๐ง) is set to be analy c at point ๐ง = ๐ง in ๐ท if ๐(๐ง) is analy c in a neighborhood of ๐ง . Cauchy – Riemann Equa ons: - ๐ is analy c in a domain ๐ท if and only if the ๏ฌrst par al deriva ves of ๐ข and ๐ฃ set aside the two Cauchy – Riemann Equa ons. ๐ข =๐ฃ ๐ข = −๐ฃ - Cauchy – Riemann Equa ons in polar forms: ๐ข = ๐ฃ ๐ฃ =− ๐ข Laplace’s Equa on: If ๐(๐ง) = ๐ข(๐ฅ, ๐ฆ) + ๐๐ฃ(๐ฅ, ๐ฆ) is analy c in a domain ๐ท then ๐ข & ๐ฃ sa sfy Laplace’s Equa on: ∇ ๐ข=๐ข +๐ข =0 ∇ ๐ฃ=๐ฃ +๐ฃ =0 Solu ons of Laplace’s Equa on having con nuous second order par al deriva ves are called harmonic func ons, where ๐ฃ set to be a harmonic conjugate func on of ๐ข