1.1: Functions and limits

  • Function
    • independent vs dependent
  • Qualitative & quantitative data (continuous, discrete)
  • Function presentation:
    • cartesian graph
    • formula
    • descriptive
    • table
  • Vertical line test: no value of domain has 2 values in range
  • Piecewise defined function: different formulae for different parts of the domain
  • Symmetric property: put as input to check
    • even:
    • odd:
  • Increasing vs decreasing function

1.2: A catalog of essential functions

  • Mathematical model is a mathematical description of a real-world phenomenon

    • linear function:
    • polynomial function:
      • the one-term function’s degree of the polynomial dictates if the graph is odd or even
    • power function:
      • type 1:
      • type 2: , roots of
      • reciprocal:
    • rational function: ratio of 2 polynomial,
  • Transformation of functions:

    • Vertical and horizontal shifts
    • Vertical and horizontal stretching, shrinking and reflecting
  • Combinations of functions: plus minus divide multiply,

    • Domains of the new function is , because both functions have to be defined
  • Composite function :

1.3: The limit of a function:

  • , limit of as approaches equals to , but not a
    • if is not defined, draw a table to check the closest value thus assuming the limit of a function for an undefined constant
  • One-sided limit:
    • means approaches from the right side, means from the left
    • if then the curve has discontinuity and limit doesn’t exist

1.4: Calculating limits:

  • Limit laws: only if both exists and finite

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  • Special trig limits:
    • , convert to this

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  • Split big term into a lot of smaller terms with the same limit approaching same x

1.5: Continuity:

  • A function is continuous if and only if:
    • is defined
    • exist, both from the left and right
  • Removable discontinuity: only one value of the graph can be written in piecewise
  • Infinite discontinuity: limit tends to infinity. Jump discontinuity: stair form of graph
  • Polynomials, rational, functions, trigonometric functions are always continuous
  • The intermediate value theorem: in a closed interval of , the line cant jump thru and so f if
  • Squeeze theorem:
    • If when is near a and
    • Then

1.6: Limits involving infinity:

  • Infinite limit at makes a vertical asymptote at
  • Horizontal asymptote: when a close enough constant will tends the increase of to another constant
  • if and are functions of :
    • bcz the biggest term would dominate

2.1: Derivative and rate of change:

  • Tangent problem, limit definition

  • Instantaneous rate of change,

    • first principle, second principle

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2.2: The derivative as a function:

  • If is differentiable at , then is continuous at

    • Not necessarily differentiable if is continuous
  • The derivative of a function might not exist if at , it’s:

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2.3: Basic differentiation formulas:

  • for of any real number
  • Derivative rules: Product rule, Sum & difference rule

2.4: The product and quotient rule:

  • Product rule,
  • Quotient rule,
  • Trigonometry functions:
    • Find by quotient rule

2.5: The chain rule, power rule combined with the chain rule:

2.6: Implicit differentiation:

  • Differentiate both and at the same time,
  • Connected rate of change

2.8: Linear approximations and differentials:

  • bcz
  • and can be an independent variable and take a constant

Extra:

  • Marginal cost: cost of making a new product given x product is already produced
    • Total cost of x products: then marginal cost
  • Logistic function: infinitively increasing or decreasing
    • Derivative of logistic function is called surge function, rise quickly then level down

3.1: Exponential functions:

  • Laws of exponential
  • Natural exponential,

3.2: Inverse functions and logarithms:

  • One-to-one function, where 1 value of x has 1 value of y and vice versa

    • No horizontal line intersect the graph more than once, thus invertible
    • If vertical line intersects the graph more than once then it’s not a function
  • The domain of f(x) becomes range of its inverse and vice versa

  • The graph of is reflection of over the line

  • For inverted function:

    • Gradient at point on is equal to reciprocal of at

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  • Laws of logarithms

3.3: Derivatives of logarithmic and exponential functions:

  • Logarithmic differentiation:
    • Take natural log both sides and use laws of log to simplify
    • Differentiate implicitly
    • Make dy/dx the subject
  • Using logarithmic differentiation: take log before differentiating

3.4: Exponential growth and decay:

  • Law of natural growth and decay, , rate of change is proportional to its size
    • Solution is in the form:
  • Radioactive decay, , rate of decay is proportional to its mass
    • Solution is in the form,
  • Decreasing, losing, leaking, cooling down,.. means the rate of change is negative
  • First order differential equation
  • Newton’s law of cooling: rate of cooling an is proportional to the temperature difference between the object and its surroundings
    • then solution is

3.5: Inverse trigonometric functions:

  • Differentiate implicitly for inverse trig

    • and
    • and
    • and

3.6: Hyperbolic functions:

  • Inverse hyperbolic functions

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3.7: Indeterminate forms and l’hospital’s rule:

  • Form of type and where quotient of 2 functions have same limit makes it indeterminable

  • Form of type where as and

    • Convert the multiplication to to solve by l’hospital’s rule
  • Form of type where as and

    • Convert the difference to one fraction with common denominator
  • Forms of powers types: (

    • where and
    • where and
    • where and

    or write

    then find then find

  • l’Hospital’s rule, a systematic method, for evaluating only indeterminate forms

    • Also true for and one-sided limits
  • Use l’hospital’s rule 2 times if the result of the first time applied is still indeterminable

4.1: Max and min values:

  • Extreme values are absolute max and min values or endpoints(if included)
    • They could be one of the critical number or one of the end points
  • Local maximum and local minimum value are bigger than others value near it
    • is a local max or min if , by Fermat’s theorem
  • Extreme value theorem: If is continuous on a closed interval then and are min and max somewhere in the middle of
  • Fermat’s theorem: if has local min or max at and if exist then
  • Critical number of function are numbers that or doesn’t exist
    • If has local min or max at , then is a critical point of
    • End points has has no , thus they are critical numbers

4.2: The mean value theorem:

  • By Rolle’s theorem, if:

    • is continuous on the closed interval
    • is differentiable on on interval

    then there is a number in the interval such

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  • Prove that the equation has only 1 root:

    • Given the equation is continuous, find and where and
      • Thus,
    • Show that or for all so the curve never head back down again
  • By the mean value theorem, if:

    • is continuous on the closed interval
    • is differentiable on on interval

    then a number in the interval such , same gradient

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4.3: Derivatives and the shapes of graphs:

  • Increasing/decreasing test

  • if of one interval (boundaries are critical points)’s sign is known , we can’t assume the 2 neighbour intervals’ signs because of inflexion point

  • if change from negative to positive then it’s local minimum point and same for maximum

  • Second derivative, : concavity

    • at inflection point, the point on a continuous curve where the graph change its concavity from CU to CD or vice versa
      • only when change signs, from negative to positive or vice versa
        • meaning the graph of cross x-axis
    • then the curve concave upward
    • then the curve concave downward

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  • Draw graph by including:
    • with critical points and its intervals
    • with critical points and its intervals

4.4: Curve sketching:

  • Domain
  • Intercepts
  • Symmetry, periodic
  • Asymptotes, limits
  • Interval of increase and decrease
  • Local max and min points
  • Concavity and points of inflection, includes all intervals of both differentiations
  • Sketch, good luck

4.5: Optimisation problems:

  • Form 1 big equation then differentiate implicitly
  • In business and economics:
    • where is revenue function and is price function, x is the nb of products
    • Function of profit, where is cost function

4.6: Newton’s method:

  • To find the roots of polynomials of degrees , using linear approximation
  • The root =\lim\limits_{n\to \infin}x_n$$=\lim\limits_{m\to \infin}x_n$$=\lim\limits_{x\to \infin}x_n

5.1: Areas and distances:

  • Area under graph by the sum of the areas of approximating rectangles:
    • Principle is as same as limits of area, the value can be:
      • Left end point of the rectangle
      • Right end point of the rectangle
      • Take as the midpoint of 2 of its endpoints, called sample points
        • , not mid-value ()

5.2: The definite integral:

  • By Riemann sum, is defined on , then :

    • where is separate subinterval length for each subinterval, need not to be equal
    • sample point, can be anywhere on the subinterval, need not to be mid point
    • If the limit exist then
  • Net change theorem:

    • The integral of rate of change of a function equals to the net change in the function
    • If the area has both positive and negative values then the integral gives net area
  • Definition of integral: If is integrable on then

    • where
  • Midpoint rule: the midpoint of each rectangle is used to compute

    • where
  • Properties of the integrals: the area under graph is smaller than the large rectangle and bigger than the smaller rectangle

    • If for :

5.3: Evaluate definite integrals:

  • Evaluation theorem:
    • where
  • Definite integral (without limits) results to a constant number
  • Indefinite integral (without limits) is a function and requires to add C, arbitrary constant

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5.4: The fundamental theorem of calculus:

  • If is continuous and then is a function of area under graph
  • The mean value theorem for integrals:
    • If is continuous on then there is a number, mean value, between a and b where
      • So mean value = area/domain

5.4: The substitution rule:

  • where then use to cancel out term in
    • Where the limits in terms of is changed to limits in term of

6.1: Integration by parts

6.2: Trigonometric integrals and substitution:

  • Try to write an integrand involving powers of sine and cosine in a form where we have only one sine factor (and the remainder of the expression in terms of cosine) and vice versa

    • Then use
  • Half-angle formulae:

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  • Integrate by substitution:

    • To transform difficult integral to simpler integral
    • The new integrand must be rewritten in terms of the new variable, u.
    • Either cancel out some terms of x when substitute u in or rewritten entire integrand in term of u
    • Convert limits of to limits in term of for definite integral
  • Inverse substitution

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6.3: Partial fractions:

  • Case 1:
  • Case 2:
  • Case 3: non factorisable , one degree lower
  • Case 4: repeat non factorizable

6.5: Approximate integration:

  • Types of area approximation:
    • Left-end points
    • Right-end points
    • Trapezoidal Rule
    • Mid-point
    • Simpson’s rule
  • Trapezoidal rule: (trapezium rule)
      • Use sum of y-values, different from Riemann’s sum
  • Error bounds:
    • For and :
      • Error for trapezoidal:
      • Error for mid-point approximation:
  • Simpson’s rule: Approximate a curve by another parabola
    • Any 3 consecutive points on the curve can form a parabola form

    • Take left, middle and right end points and find the Area, we have

      • Start with 1, then alternate between 4 and 2 then end with 1
    • Error bound

      • For and :
        • Error for Simpson’s rule:

6.6: Improper integrals:

  • Improper Type 1:

    • If the limit exists then improper integral converges, otherwise diverges
    • ex: diverges
  • Improper Type 2: discontinuous integrands

    • If the limit exists then improper integral converges otherwise diverges

    • If there is vertical asymptotes then split the integral:

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  • Comparison theorem: for for
    • If is convergent, then converges
    • If is divergent, then diverges

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7.1: Area between curves:

  • The area of region bounded by curve and given is
  • Area bounded by area to the left and the y-axis

7.2: Volumes:

  • Definition of volume given the equation of area:
    • Find first, which a function of area by cross-slide, generally

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  • Volume of revolution by cross-section:
    • If revolves around axis, find each and minus
    • If revolve about , not about the axis
      • Translate the curve so that the line of revolution is seen as the axis
    • If revolves around y-axis,

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7.3: Volumes by cylindrical shells method:

  • Volume revolving around y-axis, opposite:
  • Volume revolving around x-axis:

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7.4: Arc length:

  • , sum of straigh lines’ lengths
  • If then

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7.5: Area of a surface of revolution:

    • or

7.6: Applications:

  • Work:

    • and
      • is force in pounds, the weight not mass

    where is force function

    • Hooke’s law: where is the extension in meters

  • Hydrostatic pressure and force:

  • Center of mass

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  • Separable equations:
    • Separate into and integrate both sides
    • General solution and particular solution using initial-value
  • Mixing problems:
    • is amount of salt at time , then is the rate of salt going in - rate of going out
  • Direction field:

8.1: Sequences:

  • Notation or
  • Fibonacci sequence =
  • then the sequence converges, otherwise diverges

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  • Theorem: if is convergent

  • Theorem: if is divergent

  • A sequence is monotonic if it is either increasing or decreasing

    • Use squeeze theorem
  • Proof that a sequence is always decreasing by showing that

  • Bounded sequence: bounded below and or above making cant go pass that

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8.2: Series:

  • Sum of first n terms,
    • For geometric sequence:
      • , where
  • Term test: If converges,
    • otherwise or doesnt exist then series diverges
  • Sum of 2 convergent series converges

8.3: The integral and comparison tests:

  • Integral test: given is continuous, positive and globally decreasing on
    • if is convergent then is convergent
    • if is divergent then is divergent
    • *** in the exam
  • Comparison test: and are positive sequences with similar mostly similar terms with smaller power terms are different (Example : or )
    • If every term of and is convergent then also converges
    • If every term of and is divergent then also diverges
  • Limit comparison test: and are positive sequences
    • , the series converges
    • If a finite constant, then both sequences either diverge or converge

8.4: Other convergence tests:

  • Alternating series test: has terms alternately positive and negative:

    • Is convergent if , without sign, for all and
    • When only converges whe f(x)<1
  • Absolute convergence: if is convergent then is also convergent

  • The ratio test: , next term divided by the current term

    • If then the series converge, if then the series diverge
    • If then no conclusion drawn
  • The root test:

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8.5: Power series: ( use ratio test)

  • , an infinite polynomial
  • Power series centred at a:
    • Use ratio test: in order to be convergent
    • Only 3 possibilities it can converge:
      1. When
      2. The series converges for all
      3. A range is radius of convergence

8.6: Representing functions as power series:

  • Use the sum to infinity backward,
    • Example: Express
      • Use this if the form is similar to
  • Find a power series of :
    • As , the series converges at

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  • Convert from differentiation, integration: derive/integrate on equation to get another serie

not in the exam

8.7: Taylor and Maclaurin series:

  • Taylor series at a:
      • where
  • Maclaurin series: from Taylor
    • Taylor series but
  • degree Taylor, slide 60,