IB SL MATHS SUMMARY NOTES LOGS AND EXPONENTIALS INDEX NOTATION 34 Exponent/ power/ index Base INDEX LAWS FRACTIONAL INDICES 1 π π π = √π π ππ = 1 π π (π ) π = ( √π ) π EXPANSION AND FACTORISATION - a(b+c) = ab + ac (a+b)(c+d) = ac+ad+bc+bd (a+b)(a-b) = a2-b2 (a+b)2 = a2+2ab+b (a-b)2 = a2-2ab+b2 EXPONENTIAL GRAPHS π(π₯) = π π₯ EXPONENTIAL GROWTH FUNCTION 1 π π(π₯) = π− π₯ EXPONENTIAL DECAY FUNCTION 1 Graph passes through (−1, ) and (1, π) • • • • Graph passes through (1, ) and (−1, π) π Graph passes through (0,1) Domain is all real x Range is all real positive numbers Y intercept is 1 No x intercepts BASE e Base e = irrational number (2.718 …) LOGARITHMS π = π π₯ then loga b = x e.g. 8 = 23 then log28 = 3 PROPERTIES OF LOGARITHMS Rule Logaa = 1 Loga1 = 0 Logaππ = n WHEN ARE LOGS UNDEFINED? Logab if b is negative Loga0 i.e. π1 = π π0 = 1 ππ = ππ LOGARITHMIC FUNCTIONS π¦ = ππ₯ π¦=π₯ π¦ = πππaπ₯ Properties of π¦ = πππaπ₯ • Domain: all positive real numbers • Range: all real numbers • X intercept 1 LOG BASE 10 AND NATURAL LOGS Log to the base 10 Log to the base e (natural logs) Log10x = logx Logex = lnx EXPONENTIAL AND LOGARITHMIC FUNCTIONS a logarithmic function is the inverse of the exponential function If π(π₯) = β π₯ then π −1 (π₯) = πππex Logaπ π₯ = alogax = x Lnex = elnx = x Log of an exponential/ exponential of a log = x LOG LAWS **must learn by <3 Log x + log y = logxy π₯ Log x – log y = log π¦ Logxn = nlogx CHANGE OF BASE SOLVING EXPONENTIAL EQUATIONS - Take the ‘log’ of both sides SOLVING LOGARITHMIC EQUATIONS 1. Ensure that both side of the equation are logarithms with the same base and the equating the argument (the expression inside the bracket) i.e. “cancelling” the logs Or 2. By using an exponent ** For both of these methods you must check that the solution/ solutions are possible. You cannot have the log of a negative number Sub your solution back into what was in the brackets of the log and then check the result is positive FUNCTIONS TRANSFORMATIONS • • • • Reflection: every point of the image is the same distance from the mirror line Rotation: image rotated around a point Translation: moves every point of the image a fixed distance in the same direction π₯ (π¦) x = horizontal y = vertical Enlargement: increases or decreases the size of an object by a scale factor (produces a similar figure) WHAT ARE FUNCTIONS? Function: a mathematical relation where each x-value has exactly one y-value • • (-2,1), (-1,1) = function (same y values, fine) (3,8), (3,9) = not a function (same x values, not fine) β Test with the vertical line test (if passes through twice, more than one y value for each x, therefore not a function) ASYMPTOTES Asymptote: a line that a graph approaches but does not intersect Set notation: Domain: set of all the x values of the ordered pairs Range: set of all the y values of the ordered pairs FUNCTIONS f(x) F(g(x))) / (f o g)(x) π −1 (π₯) Basic function: function of ‘f’ at x Composite function: f of g of x Inverse function: reverses the action of f A reflection of that function in the line y=x β Test using horizontal line test (2 = not) FINDING INVERSE FUNCTION ALGEBRAICALLY 1. 2. 3. 4. Replace f(x) with y Swap the x and y Make y the subject Replace y with π −1 (π₯) TRANSFORMATIONS RELECTIONS −π(π₯) π(−π₯) Reflects in x axis Reflects in y axis STRETCHES π(ππ₯) Stretches/ compresses horizontally 1 scale factor π ππ(π₯) Stretches/ compresses vertically Scale factor π TRANSLATIONS π(π₯ + 1) π(π₯) + 1 Horizontal translation Vertical translation Outside = x/ horizontal Inside = y/ vertical π π+π ∫π π(π₯) = ∫π+π π(π₯ − π) QUADRATIC FUNCTIONS SOLVING QUADRATIC EQUATIONS FACTORISATION Null factor law: if (π₯ − π)(π₯ − π) = 0, then if (π₯ − π) = 0 or (π₯ − π) = 0, Cross method COMPLETING THE SQUARE 1. 2. 3. 4. 5. Halve “ab” Square ^ Add and subtract (ab/2)^2 Factorise Square root both sides QUADRATIC FORMULA (in the formula booklet) THE DISCRIMINANT The discriminant: gives information about the roots of the equation π₯Μ = π 2 − 4ππ π₯>0 2 distinct (different) real roots π₯=0 2 equal roots (or double root) π₯<0 No real roots π₯ is a square 2 rational roots DIFFERENT FORMS OF QUADRATIC FUNCTIONS Form Information When to use STANDARD FORM π¦ = ππ₯ 2 + ππ₯ + π π¦ intercept → c π¦-axis → (0, π) −π Axis of symmetry → π₯ = 2π Don’t know vertex or intercepts → sub values into standard form (simultaneous equations) TURNING POINT FORM π¦ = π(π₯ − β)2 + π Vertex → (h, k) Axis of symmetry → x=h Know vertex FACTORISED FORM π¦ = (π₯ − π)(π₯ − π) π₯ intercepts (roots) → (p, 0) and (q, 0) π+π Axis of symmetry → π₯ = 2 Know x and y intercepts RECIPROCAL FUNCTIONS π π(π₯) = π₯ where k is a constant • • • Hyperbola Undefined when x = 0 Asymptotes: x -axis and y-axis TRANSFORMATIONS π π₯ K stretches the hyperbola (low value = more dip) −π π₯ Reflection in the x axis π −π₯ Reflection in y axis π +1 π₯ π π₯+1 Vertical translation Horizontal translation RATIONAL FUNCTIONS π(π₯ ) = π(π₯) β(π₯) when g(x) and h(x) are linear functions FORMS OF RATIONAL FUNCTIONS Form π¦= π π₯−π ππ₯ + π π¦= ππ₯ + π Vertical asymptote When denom = 0 Horizontal asymptote π¦=0 π¦= π π LIMITS Limit: the fixed value that terms in a sequence approach as the term number increases (converge upon) Convergent when -1 < r < 1 **note: when solving algebraically, continue to write the lim until you have lim π(π₯ ) = πΏ π₯→π π₯→π • • π₯ → π : as the value of x approaches c (from either direction) π(π₯) : the function becomes closer to a fixed value L subbed in the c value The limit does not exist when the function doesn’t approach a fixed value TERMINOLOGY THE SECANT LINE πππππβ ππ‘ ππ π β ππππ‘ πππβ = π(π₯ + β) − π(π₯) β e.g. y = x2 + 1 → sub (x2 + 1) into x **Use gradient of secant line to find ((π₯ + β)2 + 1) − (π₯ 2 + 1) π= β Average rate of change (or just change / time) THE TANGENT LINE The gradient of a curve = gradient of the tangent line to the curve at that point *lines have a constant gradient, curves do not π(π₯ + β) − π(π₯) β→0 β πππππβ ππ‘ ππ π‘πππβ ππ‘ = lim This gives you the derivative! (which you can just find the normal way instead) DERIVATIVES Derivative: the gradient of the function f at any value of x • π′(π₯) • ππ¦ • π¦′ ππ₯ RULES • • π(π₯) = π₯ π → π ′ (π₯) = ππ₯ π−1 π π’π ππ ππππβ πβ ππβ : πβ πππ£β β ππβ π‘β ππ πππππ£πππ’ππππ¦ EQUATIONS OF NORMALS AND TANGENTS Tangent line: 1. Find derivative of f(x) 2. Sub in x value to find MT 3. Sub this into y1 – y = m(x – x1) Normal line 1. Find MT 2. MN = negative reciprocal of MT 3. Sub into y1 – y = m(x – x1) DERIVATIVES OF ex and lnx (in formula book) Original Derivative β π₯ β π₯ 1 π₯ πππ₯ THE PRODUCT RULE π¦ = π’π£ → π¦ ′ = π’′ π£ + π£′π’ THE QUOTIENT RULE ππ’πβ πππ‘ππ ′ × πβ πππππππ‘ππ − πβ πππππππ‘ππ ′ × ππ’πβ πππ‘ππ (πβ πππππππ‘ππ)2 THE CHAIN RULE 1. Move power out the front 2. Subtract 1 from the power 3. Multiply by the derivative of inside the bracket e.g. (2π₯ + 3)4 → 4(2π₯ + 3)3 × 2 THE CHAIN RULE WITH LN AND e π¦ = β π(π₯) π¦ = ππ(π(π₯ )) π¦′ = π′(π₯) π(π₯) π¦ ′ = β π(π₯) × π′(π₯) π¦ = ln ( π(π₯) ) π(π₯) π¦ = ln(ππ’πβ πππ‘ππ) − ln (πβ πππππππ‘ππ) TRIG DERIVATES sin′ (π₯) = cosπ₯ cos′ (π₯) = −sin (π₯) DERIVATIVE OF ANY LOG π ππ₯ 1 ππππ π₯ = (πππ)π₯ You can show this is true by rewriting it using the change of base law HIGHER ORDER DERIVATIVES Words First derivative Second derivative Third derivative Notation π′(π₯) π′′(π₯) π′′′(π₯) ππ¦ ππ₯ 2 π π¦ ππ₯ 2 π3π¦ ππ₯ 3 Uses • • • • • • Gradient of tangent line Instantaneous velocity π ′ (π‘) = π£(π‘) → velocity function Graph intervals (increasing or decreasing) Relative extrema π ′′ π‘(π‘) = π£ ′ (π‘) = π(π‘) MOTION IN A LINE: DISPLACEMENT - Has no direction Distance from origin Displacement function s(t) VELOCITY: π(π) > π : right/ above origin π(π) < π: left/ below origin π(π) > π : move right/ upwards π(π) < π: move left/downwards π(π) = π: at rest ACCELERATION: π ′′ (π‘) = π(π‘) π(π) > π : velocity increasing π(π) < π: velocity decreasing π(π) = π: velocity is constant SPEED: π πβ β π = πππ πππ’π‘β π£πππ’β ππ π£β πππππ‘π¦ π ππβ π πππ (π£β πππππ‘π¦ πππ πππβ πβ πππ‘πππ) = π πβ β ππ π’π ππππ π πππ (π£β πππππ‘π¦ πππ πππβ πβ πππ‘πππ) = π πππ€π πππ€π INCREASING/ DECREASING FUNCTION 1. find f’(x) 2. Let f’(x) = 0 3. Values for x where f’(x) = 0 Are stationary points 4. Use sign diagram/ table π′(π) > π : f increasing π′(π) < π: f decreasing π′(π) = π: stationary point at x RELATIVE EXTREMA Relative max: + → - (increasing to decreasing) Relative min - → + (decreasing to increasing) **note: there may be a stationary point where f doesn’t change from sign ≠ relative extremum CONCAVITY Point of inflexion: 1. F’’(x) = 0 2. F’’(x) changes sign → if it doesn’t change sign, it is called a horizontal point of inflexion π′′(π) > π : concave up (+) π′′(π) < π: concave down (-) π′′(π) = π: point of inflexion OPTIMISATION PROBLEMS 1. 2. 3. 4. 5. assign variables and draw a sketch Write an equation to be optimised Let f’(x)=0 → find the stationary points Verify whether these are max or min using the second derivative test Use the appropriate value to find the max or min *Note: the max of min may occur at the endpoint of the domain INTEGRATION How to integrate: 1. Add 1 to the power 2. Divide by the new power 3. + C Rules: General solution • • • Bring constants out the front of the integration sign Integral of constant is constant + C ∫ (π(π₯) ± π(π₯)) ππ₯ = ∫ π(π₯) ππ₯ ± ∫ π(π₯) ππ₯ For ln and e ππ 1 ∫ ππ₯ = πππ₯ + πΆ π₯ 1 1 ∫ ππ₯ = π₯π§(ππ₯ + π) + πΆ ππ₯ + π π π ∫ β ππ₯ = β π₯ + πΆ π₯ ∫ β ππ₯+π ππ₯ = 1 ππ₯+π β +πΆ π Aka: keep e to power, divide by a, +C Aka: ln(denominator), divide by a, + C π ′ (π₯) ∫ = ππ[π(π₯)] + πΆ π(π₯) Power rule: ∫ (ππ₯ + π)π ππ₯ = 1 1 (ππ₯ + π)π+1 ) + πΆ ( π π+1 Aka: normal integration on brackets, divide by a SUBSTIUTION: when you are integrating functions w/ × or ÷ 1. Define part of function as pronumeral. Let u be: o The most complex o In brackets (only what’s inside the brackets, not the power) o Highest power of x 2. Differentiate π’ ππ’ 3. Rearrange ππ₯ so that you have a value which you can sub into the equation 4. Optional: Separate the equation 5. Substitute values into the original function 6. Sub u’s value back in If you use this, with definite integrals, you must adjust the domain by subbing the values in the equation for π’ DEFINITE INTEGRALS Formula explanation Type into calc to evaluate π ∫ π(π₯)ππ₯ π π π π to π is the opposite sign of π to π ∫ π(π₯)ππ₯ = − ∫ π(π₯)ππ₯ π π VERTICAL TRANSLATIONS • • Think of the rectangle that will be added/ subtracted below x axis Rewrite, separate f(k) and k FUNDAMENTAL THEOREM OF CALCULUS π ∫ π(π₯)ππ₯ = [πΉ(π₯)]ππ = πΉ(π) − πΉ(π) π AREA UNDER A CURVE π ∫π π(π₯)ππ₯ • Take the absolute value: o Check that πΉ(π) − πΉ(π) > 0 o If not, taking the absolute value requires you to multiply through with a negative AREA BETWEEN 2 CURVES π ∫π π¦1 − π¦2 ππ₯ ο where π¦1 is the one on the top *can only be used when the function is continuous within the domain (no asymptotes) If the curves cross over: 1. 2. 3. 4. Find the intersection b/w the curves Find the value for the start and end of the area contained (use as domain) Calculate each area separately Sum *if you get the curves the wrong way around (say that the wrong one is on the top), then you will get a negative value → fix by taking the absolute value VOLUME OF A REVOLUTION π π = π ∫ π¦ 2 ππ₯ π ^ π × integral of the (function2 ) • If it is a full rotation, use 2π • Check answer w/ the volume of a sphere formula 3 ππ 2 4 DEFINITE INTEGRALS WITH DISPLACEMENT & DISTANCE Displacement (this is not total distance) Distance π‘2 π‘1 π‘2 ∫ |π£(π‘)|ππ‘ π‘1 1. 2. 3. 4. [π ]π‘π‘21 ∫ π£(π‘)ππ‘ Need to split up into + and – directions and then take the absolute value of the directions Find the velocity (to know whether it is moving left/ right) Draw a motion diagram Use definite integral (of whole domain) to find displacement Use absolute values of definite integrals to find total distance travelled CALCULUS WITH TRIG FUNCTIONS DERIVATIVES OF SIN, COS, AND TAN If π(π₯) = π πππ₯ If π(π₯) = πππ π₯ If π(π₯) = π‘πππ₯ π(π₯) = trig function (ππ₯ + π) Product rule Quotient Rule Log Functions π(π₯) = π’(π₯) × π£(π₯) π(π₯) = π’(π₯) π£(π₯) π¦ = πππ(π₯) then π ′ (π₯) = πππ π₯ Then π ′ (π₯) = −π πππ₯ 1 Then π ′ (π₯) = 2 πππ π₯ π ′ (π₯) = (trig function′ (ππ₯ + π)) × derivative of ( ) π ′ (π₯) = π£(π₯) × π’′ (π₯) + π’(π₯) × π£′ π ′ (π₯) = π£(π₯) × π’′ (π₯) − π’(π₯) × π£′(π₯) [π£(π₯)]2 π′(π₯) π(π₯) INTEGRATION OF TRIG FUNCTIONS ∫ π πππ₯ππ₯ = −πππ π₯ + π ∫ πππ π₯ππ₯ = π πππ₯ + π 1 ∫ π ππ(ππ₯ + π) ππ₯ = − cos(ππ₯ + π) + πΆ π 1 ∫ cos(ππ₯ + π) ππ₯ = sin(ππ₯ + π) + πΆ π CIRCULAR FUNCTIONS EXACT VALUES • • • • THE UNIT CIRCLE • • • • Anticlockwise +π Clockwise -π Sinπ½= y-coordinate cosπ½= x-coordinate • tanπ½ = ππππ½ ππππ½ • • • (0,1) Tan is undefined because 1/0 πππ π = 0 π πππ = 1 • • • (-1,0) πππ π = −1 π πππ = 0 In which quadrants is each ratio positive? • • • • (0, -1) Tan is undefined because -1/0 πππ π = 0 π πππ = −1 TRIG IDENTITIES (in data booklet) • • • π ππ2 π + πππ 2 π = 1 **note: often rearrange for π ππ2 π = 1 − πππ 2 π πππ 2π = 1 − 2π ππ2 π = 2πππ 2 π − 1 = πππ 2 π − π ππ2 π ππ2π = 2π ππππππ π *note: you can’t cancel π πππ₯ across the = of an equation because you will lose a solution (1,0) πππ π = 1 π πππ = 0 TRIG CURVES Amplitude: height of the curve above the horizontal axis sine curve • Amplitude: 1 • Period: 2π Cosine curve • Amplitude: 1 • Period: 2π Simply a horizontal translation of the sine curve Tan curve • Period: π • Vertical asymptotes at: π 3π , … 2 2 Finding π graphically → plot another equation w/ desired value and find intersection(s) TRIG FUNCTION TRANSFORMATIONS π¦ = π sin(π(π₯ − π)) + π Translations π¦ = sin(π₯) + π Vertical Horizontal Positive d = up Negative d = down π¦ = sin(π₯ − π) Positive c = to the left Negative c = to the right Stretches Vertical Horizontal π¦ = πsin(π₯) Amplitude = |π| −π = reflected over x-axis π¦ = sin(ππ₯) π repeats of the curve in the original period 2π Period (sin/cos) = π π Period (tan) = π −π = reflected over y-axis MODELING WITH SINE AND COSINE FUNCTIONS Amplitude Vertical translation Period Horizontal translation Write a function that models the data Or enter the data points into 2 VAR STAT → Fit max − min 2 Average of max and min max + min 2 Difference b/w 2 max points Look for max point TRIGONOMETRY THE COSINE RULE Finding a side → π2 = π 2 + π 2 − 2ππ πππ π΄ Finding an angle → πππ π΄ = π 2 +π 2 −π2 2ππ AREA OF A TRIANGLE π΄ = 0.5ππ π πππΆ RADIANS Circumference = 2ππ or 2π radians (c) 2π = 360° π π = 180° DEGREE-RADIAN CONVERSIONS Degrees → Radians = x Radians → Degrees = x π 180 180 π ARC LENGTH π΄ππ πβ πππ‘β = ππ (π‘ββ π‘π ππ πππ ππππ) AREA OF A SECTOR π΄πβ π ππ π β ππ‘ππ = OBTUSE ANGLES • • πππ π = − cos(180° − π) π πππ = sin(180° − π) ππ 2 (π‘ββ π‘π ππ πππ ππππ) 2 EXACT VALUES • • • 30 = in radians (pi/6) 45 = in radians (pi/4) 60 = in radians (pi/3) THE UNIT CIRCLE - Measure angles anticlockwise from the origin Centre: at origin Radius: 1 unit Finding point P on a unit circle Cosθ = x coordinate of P Sinθ = y coordinate of P Properties π ππ2 π + πππ 2 = 1 π‘πππ = π πππ πππ π π = π‘πππ THE SINE RULE π π π = = π πππ΄ π πππ΅ π πππΆ AMBIGUOUS TRIANGLES • Two known sides + non-included angle = angle can be obtuse or acute 1. Find acute angle 2. Find obtuse angle 3. Check a. Is the angle sum 180 degrees? b. Is the longest side opposite the largest angle? SEQUENCES AND SERIES Sequence example: 1,3,4,5,7,9 U1 (first term) = 1 U2 (second term) = 3 TYPES OF FORMULAE Recursive formula: based on the previous term (previous term → term) e.g. Un+1 = Un + 6 General formula: based on the term number (term number → term) e.g. Un = 5n TYPES OF SEQUENCES and FORMULAE Arithmetic sequence: each successive term is created by adding a common difference (d) * formula book Geometric sequence: each term obtained by multiplying the previous value by a common ratio (r) * formula book π’2 π= π’1 ** learn by heart USING YOUR CALCULATOR 1. 2. 3. 4. Function Plot equation Numeric view Number setup → Num start: 1 (n) SIGMA NOTATION EQUATIING THE DIFFERENCE: ARITHMETIC d = U2 – U1 U2 - U1 = U3 - U2 e.g. find k given that 3k+1, k, and -3 are consecutive terms in an arithmetic sequence k – (3k + 1) = - 3 – k k – 3k – 1 = - 3 – k -1 + 3 = - k + 2k k =2 EQUATING THE DIFFERENCE: GEOMETRIC π’2 π’3 = π’1 π’2 SUM OF AN ARITHMETIC SERIES Formula 1 Formula 2 ππ = π (π’ + π’π ) 2 1 ππ = π (2π’1 + (π − 1)π) 2 SUM OF A GEOMETRIC SERIES When r > 1 When r < 1 π’1 (π π − 1) ππ = π−1 π’1 (1 − π π ) ππ = 1−π CONVERGENT SERIES (FINITE) When -1 < r < 1 Find a term Sum Use formula geometric formula ππ = CALCULATING COMPOUND INTEREST 1. Compound interest formula (amount of money) x (interest)number of periods π’1 π−1 BIVARIATE ANALYSIS CORRELATION • • • • • Direction Strength Linearity Outliers Causation LINE OF BEST FIT/ REGRESSION LINE 1. Calculate the mean point (π₯Μ , π¦Μ ) 2. Draw a mean point with a balanced number of points on each size EXTRAPOLATION & INTERPOLATION LEAST SQUARES REGRESSION LINE Residual: vertical distance between a data point and the graph of the regression line The least squares regression line: the line which makes the sum of the squares of the residuals as small as possible ** use GDC • • • 2 Variable Statistics C1 C2 Linear (symbolic view) Plot (if cannot see line of best fit: Menu, fit) MEASURING CORRELATION Very weak: 0 – 0.25 Weak: 0.26 – 0.5 Moderate: 0.51 – 0.75 Strong: 0.76 – 1 ** use GDC • • 2 variable statistics Stats: r DESCRIPTIVE STATISTICS STATISTICAL GRAPHS • • • • • Bar charts Pie charts Pictograms Line graphs Stem and leaf diagrams TYPES OF DATA discrete data: only specific values continuous data: any value MEASURES OF CENTRAL TENDENCY Mean: average • Population mean π ∑ππ π₯π π= ∑ππ ππ π₯π = score/class centre * frequency • Sample mean π₯Μ Mode: data value that occurs most often π+1 th ) 2 Median: middle score ( 13+1 ( 2 ) = 7 (median = 7th ordered data value) 14+1 ( 2 ) = 7.5 (median = average of 7th and 8th ordered data values) 1 ≤ π₯ ≤ 4 ο for π₯ 1. 2. Find range/2 Add rang/2 to lower value BENEFITS OF DIFFERENT MEASURES OF CENTRE Mean = non-resistant (affected by extreme values) Median = resistant (unaffected by extreme values) MEASURES OF DISPERSION Range = highest – lowest score Five number summary - Minimum - Q1 ( - Median (Qs) Q3 maximum π+1 ) 4 IQR: shows how spread out the middle 50% of data is (Q3 – Q1) OUTLIERS 1.5 x IQR below Q1 or above Q3 INTERPRETING A BOX PLOT Skew = direction of longest line/ where the small boxes are DRAWING A CUMULATIVE FREQUENCY GRAPH Height Frequency Cumulative Frequency (add preceding frequencies to current freq) 150 ≤ β ≤ 155 4 4 155 ≤ β ≤ 160 22 26 160 ≤ β ≤ 165 56 82 *note whether it is π₯ ≤ 155 or π₯ < 155 and adjust scale accordingly (i.e. make upper value 149.9) USING THE GDC (FREQUENCY TABLES + STATS) • • • • • 1 Var Statistics Enter π₯π in D1 Enter ππ in D2 Go to symb view → select D2 as frequency column Use stats as normal STANDARD DEVIATION • • π Non-resistant **only expected to do with technology PROBABILITY EXPERIMENTAL PROBABILITY Relative Frequency/ Experimental Probability = frequency of an outcome Total number of trials INTERESECTION OF EVENTS ∩ = intersection ∪ = union FORMULA BOOKLET FORMULAE SAMPLE SPACE DIAGRAMS • • • List Tables and grids Probability trees TESTS FOR INDEPENDENT EVENTS P(AIB) = P(A) P(BIA) = P(B) P(A∩B) = P(A) P(B) PROBABILITY DISTRIBUTIONS INTERPRETING COMBINATION NOTATION Interpreting combinations on calc. nCr = Reference to Pascal’s triangle • • n = row number r = how many across (1st number is 0) 1. 2. 3. 4. π Can also be written as πΆππ or ( ) π FINDING COMBINATIONS tool box probability combination Type (n,r) Typing factorials (!) on calc. π! π ( )= π π! (π − π)! 1. tool box 2. probability 3. factorial APPLYING COMBINATIONS nCr = number of ‘combinations’ • • n = no of choices/ possible n number of objects r = objects are chosen **in combinations: order is not important (AB = BA) BINOMIAL THEOREM Patterns π π ( )=1 0 π ( )=π 1 π (π + π)π = ∑ ( ) ππ−π π π π π=0 • • • • a = first term b = second term n = power r = increasing from 0 until it = n Symmetry 4 4 ( )=( ) 0 4 e.g. (2a – 5)4 When using binomial theorem to expand expressions with a negative: every second term is subtracted rather than added (because it is do a neg power and therefore the neg remains) 1 e.g. (β − 4)4 = +β 4 1 − 4β 3 × π 1 + 6β 2 × π 2 even terms: to the power of 0 and power of 2 = + odd terms: to the power of 1 and power of 3 = − 1 − 4β × π 3 TERMS OF A BINOMIAL EXPANSION Sometimes we are asked to only find one particular term = don’t need whole expansion 1. find the constant term • • • write the general term for the binomial expansion find the r value required for x0 sub this r value into all parts of equation w/o an x 2. find the x3 term of (4x – 1)9 π π−π π )π π π • sub into formula ( • what does r need to be such that n-r = power of the term (in this case, 3) in the case where there is an π₯ term out the front of the brackets, simply include this π₯ term into your ‘π₯ equation’ sub r value into formula write full term including coefficient and x • • 3. Finding n (know the coefficient) In the expansion of (2x+1)n, the coefficient of the term x3 is 80. Find the value of n. • • • π sub into formula ( ) ππ−π **ignore br (because of symmetry) π π n-r = r e.g. ( ) (2π₯)3 = 80x3 3 π solve the equation for ( ) π π a. sub ( ) into the binomial coefficient π plot on calculator and find intersection b. or draw Pascal’s triangle π what does n have to equal such that ( ) = 10? 3 5 10 = ( ) 3 4. Finding the general term • Write general expression, subbing in n and leaving r • Simplify for xn-r • Solve r for when n-r = 0 • Sub r value into equation (ignoring anything that has an x) 5. Finding the coefficient of a specific term • Figure out term number required to get x and y raised to desired powers • Find (n,r) • Coefficient = (n, r) X any other coefficients in the equation e.g. (6x)3 6. Working when there are two brackets 1. Transform (2x+3)(x-2)6 → 2x(x-2)6 + 3(x-2)6 2. Decide what value of x you are trying to find within each of the separate brackets (given that it may be multiplied by an x outside the brackets) e.g. find the x3 term 2x(x-2)6 β There is an x outside the brackets and therefore, we actually need to find the x2 term in the brackets 2π₯(π₯ 2 term) + 3(π₯ 3 term) 3. Ignore the coefficients of the brackets briefly, and work out r (using the term value you worked out before) for both brackets 4. Sub both r values back into their respective brackets = gives you the x term that you want 5. Add together PROBABILITY DISTRIBUTIONS OF DISCRETE VARIABLES Example: H = no. of heads obtained when 2 coins are tossed. Tabulate the prob. Distribution of H X P(H=x) 0 ¼ 1 ½ 2 ¼ Sum of all the probabilities will always add up to 1 EXPECTATION Expected value = mean 2. GDC METHOD 1. Manual method – finding the mean Multiply x score by P(X=x) score and add all of these together • • • • Statistics 2Var Enter X values → C1 Probability→C2 STATS Look at π΄ππ BINOMIAL DISTRIBUTION • • • Only two possible outcomes π~π(π, π) n = no. of trials p = probability of success And probability of success is • Toolbox BINOMIAL (n, k, p) BINOMIAL_CDF (n, p, k) BINOMIAL_ICDF (n, p, q) π ( ) ππ π π−π π ο° manually sub values into the equation EXPECTATION FOR BINOMIAL DISTRIBUTIONS πΈ (π) = ππ Or use graphing calculator… when π~π΅(π, π) VARIANCE OF BINOMIAL DISTRIBUTIONS √π£ππππππβ = π πππ(π) = πππ when π~π΅ (π, π) (k is the same as r = no. of successes) ** NORMAL DISTRIBUTION • • symmetrical about the mean mean, mode and median are equal π~π(π, π 2 ) ** where π 2 is the variance Using the graphing calculator AREA UNDER A NORMAL DISTRIBUTION CURVE • • • NORMAL_CDF (π, π. π) area under curve =1 partial areas = probabilities continuous date therefore (≤ = <) STANDARD NORMAL DISTRIBUTION π = 0 and π = 1 π~π(0,1) **where z = no of standard deviations away from the mean STANDARDISING NORMAL DISTRIBUTION Transforming π~π(π, π 2 ) → π~π(0,1) π§= π₯−π π INVERSE NORMAL DISTRIBUTION Used when finding the value in the data which has a given cumulative probability Standardised Distribution = NORMAL_ICDF (cumulative probability) Non-standardised Distribution = NORMAL_ICDF (π, π, cumulative probability) FIND THE MEAN OR THE STANDARD DEVIATION 1. standardise the data (find the z score) 2. use the Inverse Normal Function VECTORS Vector: quantity that has both magnitude and direction Magnitude Direction (length) scalar vector Equal vectors: same magnitude and direction Geometric Negative Vectors: same length, opposite direction Column Vector Form π (π) π Base/Unit Vector Form π₯π + π¦π + π§π βββββ Position vector = ππ MAGNITUDE OF A VECTOR: like Pythagoras Magnitude = absolute value of vector (no direction) βββββ | = (π) = √π2 + π 2 |π΄π΅ π π βββββ | = (π) = √π2 + π 2 + π 2 |π΄π΅ π FORMULAS Relative Vectors Scalar Product of Two Vectors Algebraic Properties of the scalar product βββββ π΄π΅ = βββββ ππ΅ − βββββ ππ΄ π£ ⋅ π€ = π£1 π€1 + π£2 π€2 + π£3 π€3 π£ ⋅ π£ = |π£|2 π£ ⋅ (π€ + π₯) = π£ ⋅ π€ + π£ ⋅ π₯ Angle πππ π (acute) = π£ ⋅ π€ > 0 πππ π (obtuse) = π£ ⋅ π€ < 0 PARALLELISM When one vector is a scalar multiple of the other (not zero vectors) 4 e.g. (10 ) = 2(25) ο parallel vectors If vectors are parallel π1 and π2 are parallel if π1 = ππ2 π‘ Let π = (π‘+2 ) and let π = (34) Find t given that p and q are parallel π£ ⋅ π€ = ±|π£||π€| 1. If πβπ then p = kq where π ≠ 0 π‘ 3 ( ) = π( ) π‘+2 4 Write vectors as column vectors 2. Write π£ ⋅ π€ for x and y as separate equations π‘ = 3π and π‘ + 2 = 4π a. Find π and sub into other equation b. Equate both to π and then equate both to one another PERPENDICULAR If vectors are perpendicular Show vectors are mutually perpendicular Check if triangle ABC is right angled Find the form of all vectors which are π₯ perpendicular to a given vector (π¦) π£⋅π€ =0 i.e.π1 ⋅ π2 = 0 Each one is perpendicular to all the others Show that: π⋅π =0 π⋅π =0 π⋅π =0 Check one v.w Only need to find one pair of perpendicular vectors because a triangle cannot have more than one right angle 1. Swap x and y of the column 2. Do +/- of bottom based on working out v.w. for the top row 3. If it is a 3D vector, let one of the terms = 0 and then swap the others as normal 4. Put π out the front (because all scalar multiples are parallel) −2 5 e.g. ( ) → π ( ) 5 2 INTERSECTING LINES/ POINTS OF INTERSECTION Find the point of intersection of two lines using their vector equations 1. Write parametric equations for both vector equations 2. Equate the π₯ and π¦ components respectively → rearrange into same structure 3. Solve simultaneously for π or π‘ 4. Sub π or π‘ into the π₯ and π¦ parametric equations of one of the lines → results give you (π₯, π¦) UNIT VECTORS Unit vector: any vector that has magnitude/ length of 1 unit 1 π |π| π π |π| Vector length 1 in direction π Vector length k in direction π 1. Find the unit vector 2. Multiply by k EQUATIONS Vector Equation π = π + ππ π: general position vector of a point on the line π: given position vector of a point on the line → specific point π‘: parameter π: direction vector π πππ π π¦ π *note: if π = ( 1 ) then the gradient of the line π = ππ’π = π₯ = π2 π2 1 If you’re only given 2 points: use AB = OB – OA to find b Parametric equation: π₯ and π¦ components π₯ = π1 + π‘π1 π¦ = π2 + π‘π2 Cartesian Equation 1. Rearrange parametric so that π‘ is the subject π‘= π₯ − π1 π1 π‘= π¦ − π2 π2 2. Equate the expressions for the π₯ and π¦ components π₯ − π1 π¦ − π2 = π1 π2 Lines in 3D space • • Do not talk about a line’s “gradient” Do not look at the Cartesian equations RELATIONSHIPS B/W LINES 2D Coplanar (same plane → can connect a straight sheet b/w them) Non-coplanar • • • 3D Intersecting: 1 POI Parallel: no POI/solutions Coincident: same line Skew: neither parallel nor intersecting If lines are skew: suppose one line is translated to intersect w/ the other. Angle b/w lines = angle b/w intersecting lines Proving different relationships: Not coincident Skew 1. Do not intersect 2. Are not parallel Choose random point on one line and show it doesn’t exist on the other 1. When π =?, the point on line L1 is (π₯, π¦, π§) 2. L2: for the π¦ coordinate to be the coordinate above, π‘ =? 3. When π‘ =?, the point on L2 is (π₯, π¦, π§) 4. Since (π₯, π¦, π§) ≠ (π₯, π¦, π§), L1 and L2 are not coincident 1: Do not intersect a. Parametric equations b. Solve for π‘ c. Hence, solve for π d. Sub π‘ value into a/the remaining parametric equation to find π according to this equation e. If π ≠ π → there are not π and π‘ values where all those lines will all go through ∴ not coincident 2: not parallel → π1 ≠ ππ2 CLASSIFYING SHAPES Given the vector equations of sides of a triangle Find the points AB and AC meet at A. Thus, to find A: 1. Equate parametric equations of AB and AC 2. Use simultaneous to solve for s/t 3. Sub into original vector AB for A CONSTANT VELOCITY PROBLEMS π = π + π‘π Initial position Position at π‘ Velocity Speed π (given as coordinates) Parametric equations (given as coordinates) π |π| Find the position vector at a specific value of π‘ Find new velocity if object continues in same direction but increases/decreases speed Time when object is due east of (0,0) 1. Write parametric equations 2. Sub π‘ values into equations 3. Use the answers as the x and y components of the vector New speed = π‘(π) What must π‘ equal for the new velocity to equal the speed? Position will have a π¦ value of 0 Parametric π¦ equation = 0 Find t SHORTEST DISTANCE FROM A LINE TO A POINT Shortest distance = PERPENDICULAR!! Find the shortest distance from P to the line (given line’s vector equation and P’s coordinates) 1. 2. 3. 4. 5. 6. 7. 8. Let N be the point on the line closest to P Write parametric equations for the line Use above in coordinates for N (π₯, π¦) Find vector of line (with shortest distance) - ββββββ ππ ββββββ Let line ⋅ ππ = 0 Solve ^ for π‘ ββββββ to give you a direction vector Sub π‘ into ππ ββββββ | to find its distance Take |ππ N line ββββββ ππ (find shortest length) P *Note for Jasmine: this is a more general set of steps for P which accounts for situations where P is not the origin but you would do the same thing if it was to find the shortest distance from the origin by just using (0,0) as the point OBJECTS RELEASED AT DIFFERENT TIMES (torpedos) • • Put π‘ in front of both position vectors where π‘ = time elapsed since first object released Thus, in front of the position vector which is released second, you put π‘ − π₯ with π₯ being how many s/mins/hrs later it is released