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This chapter covers principles of matrices. After completing this chapter students should be able to: complete matrix operations; solve linear systems using Gauss-Jordan method; Solve linear systems using the matrix inverse method and complete application problems.

Chapter overview

In this chapter, you will learn to:

  1. Do matrix operations.
  2. Solve linear systems using the Gauss-Jordan method.
  3. Solve linear systems using the matrix inverse method.
  4. Do application problems.

Introduction to matrices

Section overview

In this section you will learn to:

  1. Add and subtract matrices.
  2. Multiply a matrix by a scalar.
  3. Multiply two matrices.

A matrix is a rectangular array of numbers. Matrices are useful in organizing and manipulating large amounts of data. In order to get some idea of what matrices are all about, we will look at the following example.

Fine Furniture Company makes chairs and tables at its San Jose, Hayward, and Oakland factories. The total production, in hundreds, from the three factories for the years 1994 and 1995 is listed in the table below.

1994 1995
Chairs Tables Chairs Tables
San Jose 30 18 36 20
Hayward 20 12 24 18
Oakland 16 10 20 12
  1. Represent the production for the years 1994 and 1995 as the matrices A and B.
  2. Find the difference in sales between the years 1994 and 1995.
  3. The company predicts that in the year 2000 the production at these factories will double that of the year 1994. What will the production be for the year 2000?
  1. The matrices are as follows: A = 30 18 20 12 16 10 size 12{A= left [ matrix { "30" {} # "18" {} ##"20" {} # "12" {} ## "16" {} # "10"{}} right ]} {} B = 36 20 24 18 20 12 size 12{B= left [ matrix { "36" {} # "20" {} ##"24" {} # "18" {} ## "20" {} # "12"{}} right ]} {}
  2. We are looking for the matrix B A size 12{B - A} {} . When two matrices have the same number of rows and columns, the matrices can be added or subtracted entry by entry. Therefore, we get

    B A = 36 30 20 18 24 20 18 12 20 16 12 10 = 6 2 4 6 4 2 size 12{B - A= left [ matrix { "36" - "30" {} # "20" - "18" {} ##"24" - "20" {} # "18" - "12" {} ## "20" - "16" {} # "12" - "10"{}} right ]= left [ matrix {6 {} # 2 {} ## 4 {} # 6 {} ##4 {} # 2{} } right ]} {}
  3. We would like a matrix that is twice the matrix of 1994, i.e., 2A size 12{2A} {} .

    Whenever a matrix is multiplied by a number, each entry is multiplied by the number.

    2A = 2 30 18 20 12 16 10 = 60 36 40 24 32 20 size 12{2A=2 left [ matrix { "30" {} # "18" {} ##"20" {} # "12" {} ## "16" {} # "10"{}} right ]= left [ matrix {"60" {} # "36" {} ## "40" {} # "24" {} ##"32" {} # "20"{} } right ]} {}
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Before we go any further, we need to familiarize ourselves with some terms that are associated with matrices. The numbers in a matrix are called the entries or the elements of a matrix. Whenever we talk about a matrix, we need to know the size or the dimension of the matrix. The dimension of a matrix is the number of rows and columns it has. When we say a matrix is a 3 by 4 matrix, we are saying that it has 3 rows and 4 columns. The rows are always mentioned first and the columns second. This means that a 3 × 4 size 12{3 times 4} {} matrix does not have the same dimension as a 4 × 3 size 12{4 times 3} {} matrix. A matrix that has the same number of rows as columns is called a square matrix . A matrix with all entries zero is called a zero matrix . A square matrix with 1's along the main diagonal and zeros everywhere else, is called an identity matrix . When a square matrix is multiplied by an identity matrix of same size, the matrix remains the same. A matrix with only one row is called a row matrix or a row vector , and a matrix with only one column is called a column matrix or a column vector . Two matrices are equal if they have the same size and the corresponding entries are equal.

Questions & Answers

differentiate between demand and supply giving examples
Lambiv Reply
differentiated between demand and supply using examples
Lambiv
what is labour ?
Lambiv
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Venny Reply
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information
Eliyee
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WARKISA
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Lambiv
multiple choice question
Aster Reply
appreciation
Eliyee
explain perfect market
Lindiwe Reply
In economics, a perfect market refers to a theoretical construct where all participants have perfect information, goods are homogenous, there are no barriers to entry or exit, and prices are determined solely by supply and demand. It's an idealized model used for analysis,
Ezea
What is ceteris paribus?
Shukri Reply
other things being equal
AI-Robot
When MP₁ becomes negative, TP start to decline. Extuples Suppose that the short-run production function of certain cut-flower firm is given by: Q=4KL-0.6K2 - 0.112 • Where is quantity of cut flower produced, I is labour input and K is fixed capital input (K-5). Determine the average product of lab
Kelo
Extuples Suppose that the short-run production function of certain cut-flower firm is given by: Q=4KL-0.6K2 - 0.112 • Where is quantity of cut flower produced, I is labour input and K is fixed capital input (K-5). Determine the average product of labour (APL) and marginal product of labour (MPL)
Kelo
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Shukri
Can I ask you other question?
Shukri
what is monopoly mean?
Habtamu Reply
What is different between quantity demand and demand?
Shukri Reply
Quantity demanded refers to the specific amount of a good or service that consumers are willing and able to purchase at a give price and within a specific time period. Demand, on the other hand, is a broader concept that encompasses the entire relationship between price and quantity demanded
Ezea
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Shukri
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Lilia Reply
what is the difference between economic growth and development
Fiker Reply
Economic growth as an increase in the production and consumption of goods and services within an economy.but Economic development as a broader concept that encompasses not only economic growth but also social & human well being.
Shukri
production function means
Jabir
What do you think is more important to focus on when considering inequality ?
Abdisa Reply
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Awais Reply
sir...I just want to ask one question... Define the term contract curve? if you are free please help me to find this answer 🙏
Asui
it is a curve that we get after connecting the pareto optimal combinations of two consumers after their mutually beneficial trade offs
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Asui
In economics, the contract curve refers to the set of points in an Edgeworth box diagram where both parties involved in a trade cannot be made better off without making one of them worse off. It represents the Pareto efficient allocations of goods between two individuals or entities, where neither p
Cornelius
In economics, the contract curve refers to the set of points in an Edgeworth box diagram where both parties involved in a trade cannot be made better off without making one of them worse off. It represents the Pareto efficient allocations of goods between two individuals or entities,
Cornelius
Suppose a consumer consuming two commodities X and Y has The following utility function u=X0.4 Y0.6. If the price of the X and Y are 2 and 3 respectively and income Constraint is birr 50. A,Calculate quantities of x and y which maximize utility. B,Calculate value of Lagrange multiplier. C,Calculate quantities of X and Y consumed with a given price. D,alculate optimum level of output .
Feyisa Reply
Answer
Feyisa
c
Jabir
the market for lemon has 10 potential consumers, each having an individual demand curve p=101-10Qi, where p is price in dollar's per cup and Qi is the number of cups demanded per week by the i th consumer.Find the market demand curve using algebra. Draw an individual demand curve and the market dema
Gsbwnw Reply
suppose the production function is given by ( L, K)=L¼K¾.assuming capital is fixed find APL and MPL. consider the following short run production function:Q=6L²-0.4L³ a) find the value of L that maximizes output b)find the value of L that maximizes marginal product
Abdureman
types of unemployment
Yomi Reply
What is the difference between perfect competition and monopolistic competition?
Mohammed
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Source:  OpenStax, Applied finite mathematics. OpenStax CNX. Jul 16, 2011 Download for free at http://cnx.org/content/col10613/1.5
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