The document discusses using the derivative to determine whether a function is increasing or decreasing over an interval. It provides examples of using the sign of the derivative to determine if a function is increasing or decreasing. It also discusses using the second derivative test to determine if a stationary point is a relative maximum or minimum. Specifically:
- The sign of the derivative indicates whether the function is increasing or decreasing over an interval. Positive derivative means increasing, negative means decreasing.
- Stationary points where the derivative is zero require the second derivative test to determine if it is a relative maximum or minimum. Positive second derivative means a relative minimum, negative means a maximum.
- Examples demonstrate finding stationary points, using the first and second derivative
Lesson 20: Derivatives and the Shapes of Curves (slides)Matthew Leingang
This document contains lecture notes on derivatives and the shapes of curves from a Calculus I class taught by Professor Matthew Leingang at New York University. The notes cover using derivatives to determine the intervals where a function is increasing or decreasing, classifying critical points as maxima or minima, using the second derivative to determine concavity, and applying the first and second derivative tests. Examples are provided to illustrate finding intervals of monotonicity for various functions.
Lesson 14: Derivatives of Logarithmic and Exponential Functions (slides)Matthew Leingang
The exponential function is pretty much the only function whose derivative is itself. The derivative of the natural logarithm function is also beautiful as it fills in an important gap. Finally, the technique of logarithmic differentiation allows us to find derivatives without the product rule.
The document discusses limits and the limit laws. It introduces the concept of a limit using an "error-tolerance" game. It then proves some basic limits, such as the limit of x as x approaches a equals a, and the limit of a constant c equals c. It also proves the limit laws, such as the fact that limits can be combined using arithmetic operations and the rules for limits of quotients and roots.
This document discusses limits involving infinity in calculus. It begins with definitions of infinite limits, both positive and negative infinity. It provides examples of common infinite limits, such as the limit of 1/x as x approaches 0. It also discusses vertical asymptotes and rules for infinite limits, such as the limit of a sum being infinity if both terms have infinite limits. The document contains examples evaluating limits at points where functions are not continuous.
At times it is useful to consider a function whose derivative is a given function. We look at the general idea of reversing the differentiation process and its applications to rectilinear motion.
There are various reasons why we would want to find the extreme (maximum and minimum values) of a function. Fermat's Theorem tells us we can find local extreme points by looking at critical points. This process is known as the Closed Interval Method.
This document discusses exponents and exponential functions. It defines what exponents are, how they are read, and some of their key properties like the product rule for exponents. It also examines exponential functions where the base is raised to the power of x. The graphs of exponential functions where the base is greater than 1, between 0 and 1, and equal to 1 are explored. The graphs are always increasing, have a horizontal asymptote at y=0, and a y-intercept of (0,1). Exponential equations are also briefly covered.
Lesson 20: Derivatives and the Shapes of Curves (slides)Matthew Leingang
This document contains lecture notes on derivatives and the shapes of curves from a Calculus I class taught by Professor Matthew Leingang at New York University. The notes cover using derivatives to determine the intervals where a function is increasing or decreasing, classifying critical points as maxima or minima, using the second derivative to determine concavity, and applying the first and second derivative tests. Examples are provided to illustrate finding intervals of monotonicity for various functions.
Lesson 14: Derivatives of Logarithmic and Exponential Functions (slides)Matthew Leingang
The exponential function is pretty much the only function whose derivative is itself. The derivative of the natural logarithm function is also beautiful as it fills in an important gap. Finally, the technique of logarithmic differentiation allows us to find derivatives without the product rule.
The document discusses limits and the limit laws. It introduces the concept of a limit using an "error-tolerance" game. It then proves some basic limits, such as the limit of x as x approaches a equals a, and the limit of a constant c equals c. It also proves the limit laws, such as the fact that limits can be combined using arithmetic operations and the rules for limits of quotients and roots.
This document discusses limits involving infinity in calculus. It begins with definitions of infinite limits, both positive and negative infinity. It provides examples of common infinite limits, such as the limit of 1/x as x approaches 0. It also discusses vertical asymptotes and rules for infinite limits, such as the limit of a sum being infinity if both terms have infinite limits. The document contains examples evaluating limits at points where functions are not continuous.
At times it is useful to consider a function whose derivative is a given function. We look at the general idea of reversing the differentiation process and its applications to rectilinear motion.
There are various reasons why we would want to find the extreme (maximum and minimum values) of a function. Fermat's Theorem tells us we can find local extreme points by looking at critical points. This process is known as the Closed Interval Method.
This document discusses exponents and exponential functions. It defines what exponents are, how they are read, and some of their key properties like the product rule for exponents. It also examines exponential functions where the base is raised to the power of x. The graphs of exponential functions where the base is greater than 1, between 0 and 1, and equal to 1 are explored. The graphs are always increasing, have a horizontal asymptote at y=0, and a y-intercept of (0,1). Exponential equations are also briefly covered.
1) The document provides an overview of continuity, including defining continuity as a function having a limit equal to its value at a point.
2) It discusses several theorems related to continuity, such as the sum of continuous functions being continuous and various trigonometric, exponential, and logarithmic functions being continuous on their domains.
3) The document also covers inverse trigonometric functions and their domains of continuity.
This document provides an outline for a calculus lecture on basic differentiation rules. It includes objectives to understand key rules like the constant multiple rule, sum rule, and derivatives of sine and cosine. Examples are worked through to find the derivatives of functions like squaring, cubing, square root, and cube root using the definition of the derivative. Graphs and properties of derived functions are also discussed.
Lesson 2: A Catalog of Essential Functions (slides)Matthew Leingang
This document provides an overview of different types of functions including: linear, polynomial, rational, power, trigonometric, and exponential functions. It discusses representing functions verbally, numerically, visually, and symbolically. Key topics covered include transformations of functions through shifting graphs vertically and horizontally, as well as composing multiple functions.
Continuous function have an important property that small changes in input do not produce large changes in output. The Intermediate Value Theorem shows that a continuous function takes all values between any two values. From this we know that your height and weight were once the same, and right now there are two points on opposite sides of the world with the same temperature!
The document discusses curve sketching of functions by analyzing their derivatives. It provides:
1) A checklist for graphing a function which involves finding where the function is positive/negative/zero, its monotonicity from the first derivative, and concavity from the second derivative.
2) An example of graphing the cubic function f(x) = 2x^3 - 3x^2 - 12x through analyzing its derivatives.
3) Explanations of the increasing/decreasing test and concavity test to determine monotonicity and concavity from a function's derivatives.
Lesson 15: Exponential Growth and Decay (slides)Matthew Leingang
Many problems in nature are expressible in terms of a certain differential equation that has a solution in terms of exponential functions. We look at the equation in general and some fun applications, including radioactivity, cooling, and interest.
This document defines key concepts in business mathematics including derivatives, differentiation formulas, composite functions, implicit differentiation, marginal revenue, price elasticity, income elasticity, elasticity of supply, market equilibrium, cost minimization, and profit maximization. It provides formulas and explanations for each concept. Profit maximization is discussed as occurring at the level of output where marginal revenue equals marginal cost, where the difference between total revenue and total cost is highest, or at the peak of the profit curve. Cost minimization strategies include eliminating waste, simplifying processes, and negotiating better supplier prices.
This document provides a calculus cheat sheet covering key topics in limits, derivatives, and integrals. It defines limits, including one-sided limits and limits at infinity. Properties of limits are listed. Derivatives are defined and basic rules like the power, constant multiple, sum, difference, and chain rules are covered. Common derivatives are provided. Higher order derivatives and the second derivative are defined. Evaluation techniques like L'Hospital's rule, polynomials at infinity, and piecewise functions are summarized.
1) The document discusses perspective projection, which models image formation by projecting a 3D scene onto a 2D projection plane from a single center of projection, analogous to a camera.
2) It introduces homogeneous coordinates to represent 3D points as 4D vectors, allowing perspective transformations to be represented by 4x4 matrices.
3) Two examples of perspective projections are shown - onto the plane z=f, and onto z=0 with the center of projection at (0,0,f). 4x4 matrices representing these transformations are derived.
The document provides an overview of functions including definitions, examples, and properties. It defines a function as a relation that assigns each element in the domain to a single element in the range. Examples of functions expressed by formulas, numerically, graphically, and verbally are given. Properties like monotonicity, symmetry, evenness, and oddness are defined and illustrated with examples. The document aims to introduce the fundamental concepts of functions to readers.
The document is a lecture on derivatives and the shapes of curves. It covers the mean value theorem, testing for monotonicity using the first derivative test, and finding intervals of monotonicity. It also discusses concavity and the second derivative test. Examples are provided to demonstrate how to find the intervals where a function is increasing or decreasing using the first derivative test.
Lesson 26: The Fundamental Theorem of Calculus (slides)Matthew Leingang
The document discusses the Fundamental Theorem of Calculus, which has two parts. The first part states that if a function f is continuous on an interval, then the derivative of the integral of f is equal to f. This is proven using Riemann sums. The second part relates the integral of a function f to the integral of its derivative F'. Examples are provided to illustrate how the area under a curve relates to these concepts.
We discuss the ideas of monotonicity (increasing or decreasing) and concavity (up or down) of a function. Because of the Mean Value Theorem, we can determine these characteristics using derivatives.
The document provides a review outline for Midterm I in Math 1a. It includes the following topics:
- The Intermediate Value Theorem
- Limits (concept, computation, limits involving infinity)
- Continuity (concept, examples)
- Derivatives (concept, interpretations, implications, computation)
- It also provides learning objectives and outlines for each topic.
This document provides an introduction to functions and their representations. It defines what a function is and gives examples of functions expressed through formulas, numerically, graphically and verbally. It also covers properties of functions including monotonicity, symmetry, even and odd functions. Key examples are used throughout to illustrate concepts.
Lesson 8: Derivatives of Polynomials and Exponential functionsMatthew Leingang
Some of the most famous rules of the calculus of derivatives: the power rule, the sum rule, the constant multiple rule, and the number e defined so that e^x is its own derivative!
Lesson 18: Indeterminate Forms and L'Hôpital's RuleMatthew Leingang
L'Hôpital's Rule is not a magic bullet (or a sledgehammer) but it does allow us to find limits of indeterminate forms such as 0/0 and ∞/∞. With some algebra we can use it to resolve other indeterminate forms such as ∞-∞ and 0^0.
The inverse of a function "undoes" the effect of the function. We look at the implications of that property in the derivative, as well as logarithmic functions, which are inverses of exponential functions.
There's ordinary web marketing solutions and then there's effective web marketing strategies. Too many companies implement the first kind of marketing that relies too much on one strategy, or that doesn't truly understand marketing integration.
Successful web marketing campaigns use a wide variety of strategies; such as, search engine optimization to increase organic search results, placement campaigns to increase exposure in sponsored results, email marketing campaigns, press releases, social media, and blogs.
Laporan ini membahas hasil praktikum geografi tanah yang dilakukan di Gunung Puntang pada tanggal 12 Oktober 2013. Praktikum ini bertujuan untuk mengidentifikasi dan menganalisis sifat fisika dan kimia tanah di wilayah tersebut. Mahasiswa melakukan pengukuran di lima plot tanah dengan menganalisis parameter seperti warna tanah, pH tanah, tekstur tanah, dan kandungan unsur hara.
1) The document provides an overview of continuity, including defining continuity as a function having a limit equal to its value at a point.
2) It discusses several theorems related to continuity, such as the sum of continuous functions being continuous and various trigonometric, exponential, and logarithmic functions being continuous on their domains.
3) The document also covers inverse trigonometric functions and their domains of continuity.
This document provides an outline for a calculus lecture on basic differentiation rules. It includes objectives to understand key rules like the constant multiple rule, sum rule, and derivatives of sine and cosine. Examples are worked through to find the derivatives of functions like squaring, cubing, square root, and cube root using the definition of the derivative. Graphs and properties of derived functions are also discussed.
Lesson 2: A Catalog of Essential Functions (slides)Matthew Leingang
This document provides an overview of different types of functions including: linear, polynomial, rational, power, trigonometric, and exponential functions. It discusses representing functions verbally, numerically, visually, and symbolically. Key topics covered include transformations of functions through shifting graphs vertically and horizontally, as well as composing multiple functions.
Continuous function have an important property that small changes in input do not produce large changes in output. The Intermediate Value Theorem shows that a continuous function takes all values between any two values. From this we know that your height and weight were once the same, and right now there are two points on opposite sides of the world with the same temperature!
The document discusses curve sketching of functions by analyzing their derivatives. It provides:
1) A checklist for graphing a function which involves finding where the function is positive/negative/zero, its monotonicity from the first derivative, and concavity from the second derivative.
2) An example of graphing the cubic function f(x) = 2x^3 - 3x^2 - 12x through analyzing its derivatives.
3) Explanations of the increasing/decreasing test and concavity test to determine monotonicity and concavity from a function's derivatives.
Lesson 15: Exponential Growth and Decay (slides)Matthew Leingang
Many problems in nature are expressible in terms of a certain differential equation that has a solution in terms of exponential functions. We look at the equation in general and some fun applications, including radioactivity, cooling, and interest.
This document defines key concepts in business mathematics including derivatives, differentiation formulas, composite functions, implicit differentiation, marginal revenue, price elasticity, income elasticity, elasticity of supply, market equilibrium, cost minimization, and profit maximization. It provides formulas and explanations for each concept. Profit maximization is discussed as occurring at the level of output where marginal revenue equals marginal cost, where the difference between total revenue and total cost is highest, or at the peak of the profit curve. Cost minimization strategies include eliminating waste, simplifying processes, and negotiating better supplier prices.
This document provides a calculus cheat sheet covering key topics in limits, derivatives, and integrals. It defines limits, including one-sided limits and limits at infinity. Properties of limits are listed. Derivatives are defined and basic rules like the power, constant multiple, sum, difference, and chain rules are covered. Common derivatives are provided. Higher order derivatives and the second derivative are defined. Evaluation techniques like L'Hospital's rule, polynomials at infinity, and piecewise functions are summarized.
1) The document discusses perspective projection, which models image formation by projecting a 3D scene onto a 2D projection plane from a single center of projection, analogous to a camera.
2) It introduces homogeneous coordinates to represent 3D points as 4D vectors, allowing perspective transformations to be represented by 4x4 matrices.
3) Two examples of perspective projections are shown - onto the plane z=f, and onto z=0 with the center of projection at (0,0,f). 4x4 matrices representing these transformations are derived.
The document provides an overview of functions including definitions, examples, and properties. It defines a function as a relation that assigns each element in the domain to a single element in the range. Examples of functions expressed by formulas, numerically, graphically, and verbally are given. Properties like monotonicity, symmetry, evenness, and oddness are defined and illustrated with examples. The document aims to introduce the fundamental concepts of functions to readers.
The document is a lecture on derivatives and the shapes of curves. It covers the mean value theorem, testing for monotonicity using the first derivative test, and finding intervals of monotonicity. It also discusses concavity and the second derivative test. Examples are provided to demonstrate how to find the intervals where a function is increasing or decreasing using the first derivative test.
Lesson 26: The Fundamental Theorem of Calculus (slides)Matthew Leingang
The document discusses the Fundamental Theorem of Calculus, which has two parts. The first part states that if a function f is continuous on an interval, then the derivative of the integral of f is equal to f. This is proven using Riemann sums. The second part relates the integral of a function f to the integral of its derivative F'. Examples are provided to illustrate how the area under a curve relates to these concepts.
We discuss the ideas of monotonicity (increasing or decreasing) and concavity (up or down) of a function. Because of the Mean Value Theorem, we can determine these characteristics using derivatives.
The document provides a review outline for Midterm I in Math 1a. It includes the following topics:
- The Intermediate Value Theorem
- Limits (concept, computation, limits involving infinity)
- Continuity (concept, examples)
- Derivatives (concept, interpretations, implications, computation)
- It also provides learning objectives and outlines for each topic.
This document provides an introduction to functions and their representations. It defines what a function is and gives examples of functions expressed through formulas, numerically, graphically and verbally. It also covers properties of functions including monotonicity, symmetry, even and odd functions. Key examples are used throughout to illustrate concepts.
Lesson 8: Derivatives of Polynomials and Exponential functionsMatthew Leingang
Some of the most famous rules of the calculus of derivatives: the power rule, the sum rule, the constant multiple rule, and the number e defined so that e^x is its own derivative!
Lesson 18: Indeterminate Forms and L'Hôpital's RuleMatthew Leingang
L'Hôpital's Rule is not a magic bullet (or a sledgehammer) but it does allow us to find limits of indeterminate forms such as 0/0 and ∞/∞. With some algebra we can use it to resolve other indeterminate forms such as ∞-∞ and 0^0.
The inverse of a function "undoes" the effect of the function. We look at the implications of that property in the derivative, as well as logarithmic functions, which are inverses of exponential functions.
There's ordinary web marketing solutions and then there's effective web marketing strategies. Too many companies implement the first kind of marketing that relies too much on one strategy, or that doesn't truly understand marketing integration.
Successful web marketing campaigns use a wide variety of strategies; such as, search engine optimization to increase organic search results, placement campaigns to increase exposure in sponsored results, email marketing campaigns, press releases, social media, and blogs.
Laporan ini membahas hasil praktikum geografi tanah yang dilakukan di Gunung Puntang pada tanggal 12 Oktober 2013. Praktikum ini bertujuan untuk mengidentifikasi dan menganalisis sifat fisika dan kimia tanah di wilayah tersebut. Mahasiswa melakukan pengukuran di lima plot tanah dengan menganalisis parameter seperti warna tanah, pH tanah, tekstur tanah, dan kandungan unsur hara.
Dokumen tersebut membahas tentang Pendidikan Lingkungan Sosial, Budaya dan Teknologi (PLSBT) sebagai salah satu mata kuliah wajib universitas. Ia menjelaskan latar belakang, ruang lingkup, pendekatan, dan metode pemecahan masalah PLSBT beserta contoh-contoh kasusnya. Dokumen ini ditulis oleh kelompok mahasiswa yang terdiri atas 4 orang untuk mata kuliah Pendidikan Geografi di Universitas Pendidikan
Discover how to make real money online using PLR content. PLR content is where content that you claim authorship to and if you have the rights, you can change it in any way you want. Even if you are a complete newbie you can take your first steps by following this 34-page guide.
Tutoria Er Mapper menjelaskan cara menggunakan aplikasi Er Mapper untuk pengolahan citra satelit, meliputi penginstalan, pembukaan citra, cropping, komposisi band RGB, digitasi, klasifikasi terbimbing dan tak terbimbing, serta layout hasil analisis citra.
The document discusses several key concepts regarding derivatives:
(1) It explains how to use the derivative to determine if a function is increasing, decreasing, or neither on an interval using the signs of the derivative.
(2) It provides theorems and rules for finding local extrema (maxima and minima) of functions using the first and second derivative tests.
(3) It also discusses absolute extrema, monotonic functions, and the Rolle's Theorem and Mean Value Theorem which relate the derivative of a function to values of the function.
The document discusses how to determine if a function is increasing or decreasing on an interval using the derivative. It states that if the derivative is positive on an interval, the function is increasing on that interval, and if the derivative is negative, the function is decreasing. It provides steps to determine where a function is increasing or decreasing: 1) take the derivative, 2) find critical points where the derivative is 0 or undefined, 3) plot critical points to get intervals, 4) check sign of derivative in intervals. An example problem demonstrates finding the intervals where a cubic function is increasing or decreasing.
This document discusses graphs of polynomial functions. It defines a polynomial function as a function of the form f(x) = anxn + an-1xn-1 + ... + a1x + a0, where n is a nonnegative integer and each ai is a real number. The degree of the polynomial is n and the leading coefficient is an. Polynomial graphs are continuous and smooth without breaks or cusps. The behavior of graphs as x approaches positive or negative infinity depends on the sign of the leading coefficient and whether the degree is odd or even. Polynomials can have real zeros where they intersect the x-axis. Their graphs may have up to n turning points and n zeros.
This document provides an outline for a calculus lecture on basic differentiation rules. It includes objectives to understand the derivative of constants, the constant multiple rule, the sum rule, the difference rule, and derivatives of sine and cosine. Examples are provided to find the derivatives of squaring, cubing, square root, and cube root functions using the definition of the derivative. Graphs and properties of these functions and their derivatives are also discussed.
This document provides an overview of key concepts in calculus related to derivatives, including: analyzing functions to determine if they are increasing or decreasing; finding relative extrema, critical points, and inflection points; using the first and second derivative tests to determine concavity; and graphing polynomials. Examples are provided to illustrate how to apply these concepts to specific functions in order to analyze intervals of increase/decrease, locate critical points, identify relative maxima and minima, and determine intervals of concavity. Videos and Khan Academy links are also included for supplemental instruction on related topics.
The document provides instructions for graphing functions with reciprocals. It outlines six steps: 1) Find and sketch any vertical asymptotes where the denominator is zero. 2) Find and sketch any horizontal asymptotes based on the degrees of the numerator and denominator. 3) Find and plot the y-intercept by evaluating f(0). 4) Find the x-intercept by solving the numerator. 5) Use sign analysis to determine where the function is positive and negative. 6) Use smooth curves to complete the graph.
This document discusses continuity and the Intermediate Value Theorem (IVT) in mathematics. It defines continuity, examines examples of continuous and discontinuous functions, and describes special types of discontinuities. The IVT states that if a function is continuous on a closed interval and takes on intermediate values, there exists a number in the interval where the function value is equal to the intermediate value. Examples are provided to illustrate the IVT, including proving the existence of the square root of two.
This document discusses continuity and the Intermediate Value Theorem (IVT) in mathematics. It defines continuity, examines examples of continuous and discontinuous functions, and establishes theorems about continuity. The IVT states that if a function is continuous on a closed interval and takes on intermediate values within its range, there exists at least one value in the domain where the function value is intermediate. An example proves the existence of the square root of two using the IVT and bisection method.
This document discusses continuity and the Intermediate Value Theorem (IVT) in mathematics. It defines continuity, examines examples of continuous and discontinuous functions, and establishes theorems about continuity. The IVT states that if a function is continuous on a closed interval and takes on intermediate values within its range, there exists at least one value in the domain where the function value is intermediate. An example proves the existence of the square root of two using the IVT and bisection method.
The document defines the derivative of a function and discusses:
- The definition of the derivative as the limit of the slope between two points as they approach each other.
- Notation used to represent derivatives, including f'(x), dy/dx, and df/dx.
- How the graph of a function's derivative f' relates to the graph of the original function f - where f' is positive/negative/zero corresponds to parts of f that are increasing/decreasing/at an extremum.
- How to graph f given a graph of its derivative f' by sketching the curve that matches the behavior of f' at each point.
- One-sided derivatives at endpoints of functions defined
Continuity is the property that the limit of a function near a point is the value of the function near that point. An important consequence of continuity is the intermediate value theorem, which tells us we once weighed as much as our height.
The document outlines key calculus concepts including:
- Functions, derivatives, differentiation rules, and the definition of a derivative as an infinitesimal change in a function with respect to a variable.
- Concepts related to derivatives such as local/absolute extrema, critical points, increasing/decreasing functions, concavity, asymptotes, and inflection points.
- How to use the first and second derivative tests to determine local extrema, concavity, and increasing/decreasing behavior.
The basic rules of differentiation, including the power rule, the sum rule, the constant multiple rule, and the rule for differentiating sine and cosine.
1. The document outlines various formulas and concepts related to trigonometric, exponential, and calculus functions including differentiation, integration, asymptotes, derivatives, inverse functions, and volumes of revolution.
2. Formulas are provided for trigonometric functions, exponential growth and decay, and the definitions of continuity, derivatives, and inverse functions.
3. Theorems and properties are described for mean value theorem, L'Hopital's rule, fundamental theorem of calculus, and volumes generated by revolving regions about axes.
The inverse of a function "undoes" the effect of the function. We look at the implications of that property in the derivative, as well as logarithmic functions, which are inverses of exponential functions.
The document provides an overview of the concept of derivatives. It states that a function is differentiable at a point if the slope of its tangent line at that point is well-defined. It also notes that a function is differentiable over an interval if it is differentiable at every point in the interval. The document then discusses how derivatives can be systematically calculated by taking the derivatives of basic functions like power, trigonometric, logarithmic and exponential functions, and understanding how derivatives behave under operations like addition, subtraction, multiplication, division and function composition.
The document discusses key concepts related to limits, continuity, and differentiation. It defines what it means for a variable x to approach a finite number a or infinity, and provides the formal definitions of one-sided limits and two-sided limits. It also discusses indeterminate forms when limits take on forms like 0/0, infinity/infinity, or infinity - infinity. The document outlines several properties of limits, including limits of even and odd functions. It distinguishes between the limit of a function as x approaches a, denoted limx→af(x), versus the function value at that point, f(a). Finally, it states standard theorems about limits, such as the sum and product of two functions whose limits exist
We can define the area of a curved region by a process similar to that by which we determined the slope of a curve: approximation by what we know and a limit.
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Walmart Business+ and Spark Good for Nonprofits.pdfTechSoup
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This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
Healing is the body’s response to injury in an attempt to restore normal structure and functions.
Healing can occur in two ways: Regeneration and Repair
There are 4 phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. This document also describes the mechanism of wound healing. Factors that affect healing include infection, uncontrolled diabetes, poor nutrition, age, anemia, the presence of foreign bodies, etc.
Complications of wound healing like infection, hyperpigmentation of scar, contractures, and keloid formation.
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Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
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How to Make a Field Mandatory in Odoo 17Celine George
In Odoo, making a field required can be done through both Python code and XML views. When you set the required attribute to True in Python code, it makes the field required across all views where it's used. Conversely, when you set the required attribute in XML views, it makes the field required only in the context of that particular view.
1. Applying the Derivative
The derivative of a function can be used in sketching the graph of the function in a certain interval.
For example, the sign of the derivative indicates whether the function is increasing or decreasing at a
point.
f(x) f(x) Remember that the
derivative of the function
y = f(x) y = f(x) at a point is the slope of
the tangent line at the
point.
a
O b x a b
O x
f’(x)<0 for a < x < b
f’(x)>0 for a < x < b f(x) is decreasing.
f(x) is increasing.
If for all values of in the interval, ,
then the function is increasing in the interval. If for Increasing and
all values of in the interval, , then the function is Decreasing
decreasing in the interval Function
Example
1 Find the value of for which the function – is decreasing.
–
the function is increasing when
Thus, the function is increasing when
If the derivative of a function at certain point is zero, the
point is a critical point. At these points the function is
f (x)
neither increasing nor decreasing and said to have
stationary values. For example, the function 2+
shown on the graph has stationary value at x = -1, 0,
and 1. Since ’(x) change sign from positive through zero to f(x) = 5x3 – 3x5
negative at x = 1, (1) or 2 is a maximum value. Since
’(x) change from negative through zero to positive at x = -1,
(-1) or -2 is a minimum value. However, notice that at x + + + +
-2 -1 0 1 2 x
= 0, ’(x) does not change sign through zero and ’(x) = 0 at
x = 0. The point (0, f(0)) or (0, 0) is a point inflection on
the graph of (x) = 5x3 – 3x5.
Suppose ’(a) = 0 and ’(x) exists at every point near -2+
a. then at x = a there are four possibilities for the graph of .
1
2. f (x) f (x)
f (a)
+
- + -
f (a)
0 a x 0 a x
f (a) is a minimum f (a) is a
value maximum value
Points of inflection occur
f (x) f (x)
whenever a function has
change in concavity. That is,
+ - it goes from concave up to
f (a) f (a) concave down or vice versa.
+ -
0 a x 0 a x
Point (a, f (a)) is a point of inflection
Example
2 Find the stationary values of (x) = x3(4x – x). Determine whether each is a
maximum, minimum, or a point of inflection.
(x) = x3(4x – x)
= 4x3 – x4
’(x) = 12x² - 4x3
= 4x²(3 – x)
To find the stationary values, let ’(x) = 0
4x²(3 – x) = 0
X = 0 or x = 3
Thus, f has stationary value at x = 0 and x = 3.
Determine values of ’(x) near 0.
’(- 0.1) = 4(-0.4)²(3 + 0.1) or 0.124 (x) is increasing
’(0.1) = 4(0.4)²(3 - 0.1) or 0.116 (x) is increasing
Since f’(x) does not change sign through zero at x = 0,
the point (0, f(0)) or (0, 0) is a point of inflection.
Determine values of x near 3
’(2.9) = 4(2.9)²(3 – 2.9) or 3.364 (x) is increasing
’(3.1) = 4(3.1)²(3 – 3.1) or -3.844 is decreasing
Since ’(x) change sing from positive though zero to negative at x =3, (3) is a
maximum value,
2
3. Maximum or minimum value can be relative maximum values
or relative minimum values. These are local properties of a
function. They refer only to the behavior of a function in the
neighborhood of a critical point. The term absolute maximum and
absolute minimum refer to the greatest or least value assumed by a
function throughout its domain of definition.
Since the derivative of a polynomial function, (x), also is a
polynomial function, ’(x), the derivative of ’(x) can be found. It is
called the second derivative of (x) and is written ”(x). The value of If ”(x) change sign at a
the second derivative indicated whether the derivative, ’(x), is given point, then that point
increasing or decreasing at a point. A second derivative test can be is a point of inflection.
used to find relative maximum and relative minimum values.
If ’(x) = 0 at x, then (x) is one of the following stationary
values. Second Derivative
1. If ”(x) > 0, then (x) is a relative minimum. Test
2. If ”(x) < 0, then (x) is a relative maximum.
3. If ”(x) = 0 or does not exist, then the test fails.
Example
3 Find the stationary values of (x) = x3 – 3x. Determine whether each is a relative
maximum, relative minimum, or neither. Then, graph the function.
(x) = x3 – 3x
’(x) = 3x² - 3
3x² - 3 = 0 f (x)
3(x + 1)(x – 1) = 0
f(x) = x3 – 3x
The stationary values, occur at x = ±1.
Find ”(x) and use the second derivative test.
+
”(x) = 6x +
”(-1) = -6 and ”(1) = 6 + + + 0 + +x
+
Since ”(x) < 0, (x) has a
+
relative maximum at x = -1.
Since ”(1) > 0, (x) has +
relative minimum at x = 1
Exploratory Exercises
Find ’(x) for each of the following functions.
1. (x) = x² + 6x – 27 2. (x) = -x² - 8x – 25 3. (x) = x² - 2x
4. (x) = x3 5. (x) = x3 – 3x 6. (x) = 2x3 – 9x + 12x
7. (x) = x3(4 – x) 8. (x) = x3 – 12x + 3 9. (x) = 2x4 – 2x²
10. (x) = x(x – 2)2
Written Exercises
Find the value of x for which each of the following function is increasing.
1. (x) = x² 2. (x) = x² - 2x 3. (x) = x² + 6x – 6
4. (x) = x3 – 3x 5. (x) = 2x3 – 9x² + 12x 6. (x) = x(x – 2)2
1
7. f ( x) 1 x 4 9 x 2
4 2
8. (x) = x3(4 – x) 9. f ( x) x
x
10 – 18. Find the value of x for which each function in problem 1 - 9 is decreasing.
3
4. Find the stationary values of each of the following functions. State whether each is a maximum,
minimum. Or neither. Then, graph the function.
19. (x) = x - x² 20. (x) = x3 21. (x) = 2x3 – 9x² + 12x
22. f ( x) 1 x 9 x 23. (x) = x3(4 – x) 24. (x) = 2x4 – 2x2
4 2
2 2
Differentiation techniques may be used to solve problem in which maximum or minimum solution
are necessary. Consider the following example.
Example Suppose a rectangle field along a straight river is to be
fenced. There are 300 m of fencing available. What is
the greatest area that can be enclosed?
Let the width of the field be x meters. Then, the
length is 300 – 2x meters. The area in square meters
is A = x(300 -2x) or 300x – 2x . This defines a
2
function for which (x) = 300x -2x2.
Since x ≥ 0 and 300 – 2x ≥ 0, the maximum value
must be in the interval 0 ≤ x ≤ 150
4