Ekstrom Math 115b Mathematics for Business Decisions, part II Integration Math 115b.

Slides:



Advertisements
Similar presentations
Business Calculus Applications of Integration.
Advertisements

5.1 Accumulating Change: Introduction to results of change
Applying the well known formula:
Ekstrom Math 115b Mathematics for Business Decisions, part II Project 1: Marketing Computer Drives Math 115b.
Variance Math 115b Mathematics for Business Decisions, part II
Topics-NOV. Recall-Project Assumptions Assumption 1. The same 19 companies will each bid on future similar leases only bidders for the tracts(This assumption.
Continuous Random Variables. For discrete random variables, we required that Y was limited to a finite (or countably infinite) set of values. Now, for.
Copyright © Cengage Learning. All rights reserved. 14 Further Integration Techniques and Applications of the Integral.
1 Solver Finding maximum, minimum, or value by changing other cells Can add constraints Don’t need to “guess and check”
MISC.. 2 Integration Formula for consumer surplus Income stream - revenue enters as a stream - take integral of income stream to get total revenue.
Trend Lines Ex. Suppose the number of students at the University of Arizona since 1990 is given by the following table. Fit several trend lines to the.
Probability Distributions Random Variables: Finite and Continuous A review MAT174, Spring 2004.
1 Solver Finding maximum, minimum, or value by changing other cells Can add constraints Don’t need to “guess and check”
11/5/2003Probability and Statistics for Teachers, Math 507, Lecture 10 1 UNIFORM AND EXPONENTIAL RANDOM VARIABLES Sections
Chapter 5 Elasticity of Demand and Supply
Liberal Arts Math. Objectives  By the end of this lesson, you  Can multiply decimal numbers without the use of a calculator.
Computing the Price Elasticity of Demand. The price elasticity of demand is computed as the percentage change in the quantity demanded divided by the.
The First Fundamental Theorem of Calculus. First Fundamental Theorem Take the Antiderivative. Evaluate the Antiderivative at the Upper Bound. Evaluate.
CALCULUS II Chapter 5. Definite Integral Example.
Chapter 8 Review Laws of Exponents. LAW #1 Product law: add the exponents together when multiplying the powers with the same base. Ex: NOTE: This operation.
INTRODUCTORY MATHEMATICAL ANALYSIS For Business, Economics, and the Life and Social Sciences  2011 Pearson Education, Inc. Chapter 14 Integration.
ELASTICITY AND ITS APPLICATIONS
Trapezoidal Approximation Objective: To find area using trapezoids.
Georg Friedrich Bernhard Riemann
CALCULUS II Chapter 5.
Demand for and Supply of Greebes PRICE $ per Greebe QUANTITY DEMANDED (millions of Greebes) QUANTITY SUPPLIED (millions of Greebes) $
Homework questions thus far??? Section 4.10? 5.1? 5.2?
Dr. Hisham Abdelbaki Managerial Economics 1 ECON 340 Review of Mathematical Concepts.
INTRODUCTORY MATHEMATICAL ANALYSIS For Business, Economics, and the Life and Social Sciences  2007 Pearson Education Asia Chapter 14 Integration.
Antiderivatives An antiderivative of f(x) is any function F(x) such that F’(x) = f(x)
1 §12.4 The Definite Integral The student will learn about the area under a curve defining the definite integral.
Areas & Definite Integrals TS: Explicitly assessing information and drawing conclusions.
INTEGRALS 5. INTEGRALS In Chapter 2, we used the tangent and velocity problems to introduce the derivative—the central idea in differential calculus.
Integrals  In Chapter 2, we used the tangent and velocity problems to introduce the derivative—the central idea in differential calculus.  In much the.
Learning Objectives for Section 13.4 The Definite Integral
Chapter 6 The Definite Integral.  Antidifferentiation  Areas and Riemann Sums  Definite Integrals and the Fundamental Theorem  Areas in the xy-Plane.
Operations with Integers
Chapter 6 The Definite Integral. § 6.1 Antidifferentiation.
6.5 Applications of the Definite Integral. In this section, we will introduce applications of the definite integral. Average Value of a Function Consumer’s.
MATH 4030 – 4B CONTINUOUS RANDOM VARIABLES Density Function PDF and CDF Mean and Variance Uniform Distribution Normal Distribution.
Section 5.9 Approximate Integration Practice HW from Stewart Textbook (not to hand in) p. 421 # 3 – 15 odd.
Section 5.1/5.2: Areas and Distances – the Definite Integral Practice HW from Stewart Textbook (not to hand in) p. 352 # 3, 5, 9 p. 364 # 1, 3, 9-15 odd,
Chapter 5: Calculus~Hughes-Hallett §The Definite Integral.
5.1 Approximating and Computing Area Thurs Jan 29 Evaluate each summation 1) 2)
In Chapters 6 and 8, we will see how to use the integral to solve problems concerning:  Volumes  Lengths of curves  Population predictions  Cardiac.
Econ 201/202 Review of Essential Math and Graphing Skills.
5.1 Approximating and Computing Area Fri Jan 15
Riemann Sums and The Definite Integral. time velocity After 4 seconds, the object has gone 12 feet. Consider an object moving at a constant rate of 3.
Additional Topic for Ch.16: Optimal Price for Maximizing Revenue Warin Chotekorakul.
5.1 Approximating Area Thurs Feb 18 Do Now Evaluate the integral 1)
Riemann Sums and Definite Integration y = 6 y = x ex: Estimate the area under the curve y = x from x = 0 to 3 using 3 subintervals and right endpoints,
Integral Review Megan Bryant 4/28/2015. Bernhard Riemann  Bernhard Riemann ( ) was an influential mathematician who studied under Gauss at the.
Econ 201/202 Review of Essential Math and Graphing Skills.
Section 4.3 Day 2 Riemann Sums & Definite Integrals AP Calculus BC.
5.3 Definite Integrals. Example: Find the area under the curve from x = 1 to x = 2. The best we can do as of now is approximate with rectangles.
Definite Integrals. Definite Integral is known as a definite integral. It is evaluated using the following formula Otherwise known as the Fundamental.
Definite Integrals, The Fundamental Theorem of Calculus Parts 1 and 2 And the Mean Value Theorem for Integrals.
Essential Question: How is a definite integral related to area ?

The Fundamental Theorem of Calculus Area and The Definite Integral OBJECTIVES  Evaluate a definite integral.  Find the area under a curve over a given.
Integration Chapter 15.
Oliver Schulte Machine Learning 726
Operations with Integers
Copyright © 2014, 2010, 2007 Pearson Education, Inc.
Section 6. 3 Area and the Definite Integral Section 6
Knowing your math operation terms
6-4 Day 1 Fundamental Theorem of Calculus
Class 9: Area, Consumer Surplus, Integration
Chapter 6 The Definite Integral
6-2 definite integrals.
Presentation transcript:

Ekstrom Math 115b Mathematics for Business Decisions, part II Integration Math 115b

Ekstrom Math 115b Integration Motivation  Revenue as an area under Demand function . q D(q)D(q) Demand Function Revenue q D(q)D(q)

Ekstrom Math 115b Integration Total Revenue  Total possible revenue is the revenue gained by charging the max price per customer Demand Function Total Possible Revenue

Ekstrom Math 115b Integration Revenue  Consumer surplus – revenue lost by charging less  Producer surplus – revenue lost by charging more (i.e. “not sold” revenue) q D(q)D(q) Revenue Consumer Surplus Not Sold Demand Function

Ekstrom Math 115b Integration Approx. area under curve  Counting rectangles (by hand)  Using midpoint sums (by hand)  Using Midpoint Sums.xlsm (using Excel)  Using Integrating.xlsm (using Excel)

Ekstrom Math 115b Integration Counting Rectangles Ex. Approx. 9 rectangles Each rectangle is 0.25 square units Total area is approx square units

Ekstrom Math 115b Integration Midpoint Sums  Notation  Meaning

Ekstrom Math 115b Integration Midpoint Sums  Process Find endpoints of each subinterval Find midpoint of each subinterval

Ekstrom Math 115b Integration Midpoint Sums  Process (continued) Find function value at each midpoint Multiply each by and add them all This sum is equal to

Ekstrom Math 115b Integration Midpoint Sums  Ex. Determine where.

Ekstrom Math 115b Integration Midpoint Sums  Ex. (Continued)

Ekstrom Math 115b Integration Consumer Surplus  Ex. (Continued)

Ekstrom Math 115b Integration Midpoint Sums.xlsm

Ekstrom Math 115b Integration Midpoint Sums.xlsm

Ekstrom Math 115b Integration Midpoint Sums.xlsm

Ekstrom Math 115b Integration Integrating.xlsm  File is similar to Midpoint Sums.xlsm  Notation: or or….

Ekstrom Math 115b Integration Integrating.xlsm

Ekstrom Math 115b Integration Integrating.xlsm  Ex. Use Integrating.xlsm to compute

Ekstrom Math 115b Integration Integrating.xlsm  Ex. (Continued)  So. Note that is the p.d.f. of an exponential random variable with parameter. This area could be calculated using the c.d.f. function

Ekstrom Math 115b Integration Integrating.xlsm  Ex. (Continued)

Ekstrom Math 115b Integration Signed Area  Values from Midpoint Sums.xlsm can be positive, negative, or zero.  Values from Integrating.xlsm can be positive, negative, or zero.

Ekstrom Math 115b Integration Consumer Surplus  Ex. Suppose a demand function was found to be:  Determine the consumer surplus at a quantity of 400 units produced and sold.

Ekstrom Math 115b Integration Consumer Surplus  Ex. (Continued) Total Revenue at 400 units produced and sold

Ekstrom Math 115b Integration Consumer Surplus  Ex. (Continued)

Ekstrom Math 115b Integration Consumer Surplus  Ex. (Continued)  Calculate Revenue at 400 units:

Ekstrom Math 115b Integration Consumer Surplus  Ex. (Continued)  Take total revenue possible and subtract revenue at 400 units $107, $83, = $23,  So the consumer surplus is $23,939.20

Ekstrom Math 115b Integration Consumer Surplus  Formula for consumer surplus:

Ekstrom Math 115b Integration Integration Application  Income Stream  revenue enters as a stream  take integral of income stream to get total revenue/income

Ekstrom Math 115b Integration Fundamental Theorem of Calculus  The derivative of with respect to x is  applies to p.d.f.’s and c.d.f.’s

Ekstrom Math 115b Integration Project (What to do)  Calculate the consumer surplus to answer Question #5  Use Integrating.xlsm (watch units) = = $99.13 million