Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
MAG OA1 (Algebra/Geometry) Course Summary Unit #1: Vectors - Vector Addition and Subtraction w/ Magnitudes and Angle - triangle law & cosine law - Scalar Multiplication w/ Magnitudes - Vector Properties - commutative, associative, distributive, etc - Addition and Subtraction w/ Components: (a, b, c) (d , e, f ) (a d , b e, c f ) - Scalar Multiplication w/ Components: k (a, b, c) (ka, kb, kc) - Finding Magnitudes with given Components: u (a, b, c) | u | a 2 b 2 c 2 - Dot Product w/ Magnitudes and Angle: a b | a | | b | cos a b a x bx a y b y a z bz - Dot Product w/ Components: - Properties of the Dot Product - commutative, distributive a b - Scalar Projections: scalar proj. = |b| a b b - Vector Projections: vector proj. = | b |2 Unit #2: Vector Applications I - Systems of Equilibrium - resultant and equilibrant - Velocity and Acceleration Problems - Work: W = F·s - Linear Dependence for 2 Vectors: dependent = parallel; independent = not parallel - Linear Dependence for 3 Vectors: dependent = coplanar; independent = not coplanar - Theorem 1: u & v are independent, z = a u + b v where a, b 0 - Theorem 2: u, v, & w are dependent if they are coplanar - Theorem 3: u, v, & w are independent, z = a u + b v + c w where a, b, c 0 - Division of a Line Segment: “C divides AB in ratio 5 : 2” means AC : CB = 5 : 2 n m OQ OR - If P divs QR in ratio m : n, then OP mn mn Unit #3: Vector Applications II - Given a picture, expressing one vector in terms of two others - Finding the ratio dividing two lines within a picture - m : n & r : s - Expressing the area of an interior shape as a fraction of the area of a larger shape - Vector Proofs in Euclidean Geometry - Cross Product w/ Components: a b (a2 b3 a3b2 , a3b1 a1b3 , a1b2 a2 b1 ) - Cross Product Magnitude w/ Magnitudes and Angle: | a b | | a | | b | sin - Area of a Parallelogram - the magnitude of the cross product of two sides - Properties of Cross Product - anti-commutative, distributive, associative Unit #4: Lines and Planes - Lines in R2: - Vector Equation: - Parametric Equations: - Cartesian Equation: - Lines in R3: - Vector Equation: - Parametric Equations: - Cartesian Equation: - Symmetric Equations: r p tm x = ?, y = ? (from vector eqn) ax by c 0 (where m = (-b, a) & n = (a, b) ) r p tm x = ?, y = ?, z = ? (from vector eqn) none x p1 y p2 z p3 m1 m2 m3 - Planes in R3: r p sa tb - Vector Equation: - Parametric Equations: x = ?, y = ?, z = ? (from vector eqn) ax by cz d 0 (where n (a, b, c) ) - Cartesian Equation: - Finding the Angle Between a Line and a Plane - Graphing Planes in R3 Unit #5: Intersection of Lines and Planes - Intersection of 2 Lines in R3 - Intersection of 2 Planes - Intersection of 3 Planes - Intersection of 2 or 3 Planes using Matrices and Reduced Row Echelon Form | ax1 by1 c | d - Distance between a Point and a Line in R2: a2 b2 | PR m | - Distance between a Point and a Line in R3: d |m| | ax1 by1 cz1 d | d - Distance between a Point and a Plane: a2 b2 c2 P1 P2 (m1 m 2 ) d - Distance between Skew Lines: | m1 m 2 | Unit #6: Linear Transformations and Matrices - Linear Transformations - definition ( x, y ) ( x y , y ) - Notation: ie: T ( x, y ) ( x y , y ) 1 1 x x y T ( x) 0 1 y y - Drawing the Pictures of Linear Transformations with Unit Square - Finding the Equation of a Line under a Transformation - Adding, Scalar Multiplying, and Regular Multiplying of Matrices - Composition of Transformations Unit #7: Translations and Rotations - Simple Translations: “along the vector (h, k)” means ( x, y ) ( x h, y k ) - sub (x - h) and (y - k) into original equation for image - Basic Conics: - Circle: x2 y2 r 2 - Ellipse: - Parabola: - Hyperbola: x2 y2 1 or a2 b2 - opening right: - opening left: - opening up: - opening down: x2 y2 1 b2 a2 y 2 ax y 2 ax x 2 ay x 2 ay x2 y2 1 (crosses x-axis) a2 b2 or where a > b x2 y2 1 (crosses y-axis) b2 a2 - Translating Conics: sub (x - h) and (y - k) in - Undoing a Translation: complete the square - if there is no xy terms! - Rotations - matrix form: orginal: XtAX = c, image: UtBU = c where B = RtAR eqn: ax 2 2h xy by 2 c a h A h b cos R sin sin cos cos R R sin sin cos ellipse/circle: ab - h2 > 0 parabola: ab - h2 = 0 hyperbola: ab - h2 < 0 2 tan 2 - Elimination of the xy Term - to find : but if a = b, = 45o ba - If q isn’t a nice number.... use tan 2 to find cos 2, then use: 1 cos 2 1 cos 2 sin 2 cos 2 2 2 - Sketching Complex Quadratic Equations - rotate then translate to get the basic form - Determining Conic Type: Unit #8: Mathematical Induction - Mathematical Induction Procedure: 1) Prove P1 is true 2) Assume Pk is true and prove Pk+1 is true - Induction using Sigmas n - Properties of Sigma: k kn j 1 n n j 1 j 1 k a j ka j n (a j 1 j n n j 1 j 1 bj ) a j bj n! (n r )! n n! C (n, r ) r (n r )! r! P(n, r ) - Permutations: when order matters: - Combinations: when order doesn’t matter: - Pascal’s Triangle n n 1 n 1 r r 1 r n n - The Binomial Theorem: (a b) n a n r b r r 0 r n(n 1) 2 n(n 1)( n 2) 3 x x ... - Binomials w/ Real Exponents: (1 x) n 1 nx 2! 3! - Pascal’s Law: Unit #9: Complex Numbers - Cartesian Complex Number Form: - Real Part: Re (a + bi) = a a + bi where a, b R and i 1 - Imaginary Part: Im (a + bi) = b - Cartesian Graphing of Complex Numbers - Addition and Subtraction (Cartesian): ie: (3 - 7i) + (8 + 2i) = 11 - 5i - Multiplication (Cartesian): ie: (3 - 7i) (8 + 2i) = 24 + 6i - 56i + 14 = 38 - 50i - Division (Cartesian): multiply top and bottom by the bottom’s complex conjugate - Modulus (Cartesian): | a + bi | = a2 + b2 - Equality of 2 Complex Numbers (Cartesian) - solving basic equations - Solving Complex Equations for Complex Roots: - fundamental theorem of algebra - “an equation of degree n has n roots” x2 - (sum of roots) x + (product of roots) = 0 r cis for r the radius and the rotation angle y r sin x r cos y - Cartesian ® Polar Conversions: r 2 x 2 y 2 tan x - Polar Graphing of Complex Numbers - Polar Complex Number Form: - Polar ® Cartesian Conversions: - Multiplication (Polar): - Division (Polar): (r1cis1 )(r2 cis 2 ) r1r2 cis (1 2 ) (r1cis 1 ) r1 cis ( 1 2 ) (r2 cis 2 ) r2 - Equality of 2 Complex Numbers (Polar) - Exponential Complex Number Form: rcis r e i - De Moivre’s Theorem: (r cis ) n r n cis (n ) - Roots of Complex Numbers - cartesian and polar ways R.W. Newson, 2000. ie: e i 1 nZ