GENERAL MATHS – UNIT TWO Linear Programming GENERAL MATHS – UNIT TWO

Review - Sketching Linear Graphs The Gradient-Intercept Method The linear equation needs to be arranged in the form 𝒚=𝒎𝒙+𝒄 * Plot the y-intercept on the graph (0,𝑐) * Use ′𝑚′ (the gradient) to determine the next point to plot 𝑚= 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 * Join the two points together

eg1. Use the gradient-intercept method to draw the graph of 𝒚= 𝟑 𝟐 𝒙+𝟏 The Gradient-Intercept Method The linear equation needs to be arranged in the form 𝒚=𝒎𝒙+𝒄 * Plot the y-intercept on the graph (0,𝑐) * Use ′𝑚′ (the gradient) to determine the next point to plot 𝑚= 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 * Join the two points together eg1. Use the gradient-intercept method to draw the graph of 𝒚= 𝟑 𝟐 𝒙+𝟏 The y-intercept is 1, which gives point (0, 1) To sketch, we need one more point. We can find this from gradient, 𝑚= 3 2 = 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 This tells us, for every 3 points up (risen), we move across 2 points (run). (2, 4) (0, 1)

eg2. Use the gradient-intercept method to draw the graph of 𝒚=𝒙−𝟒 The Gradient-Intercept Method The linear equation needs to be arranged in the form 𝒚=𝒎𝒙+𝒄 * Plot the y-intercept on the graph (0,𝑐) * Use ′𝑚′ (the gradient) to determine the next point to plot 𝑚= 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 * Join the two points together eg2. Use the gradient-intercept method to draw the graph of 𝒚=𝒙−𝟒 The y-intercept is -4, which gives point (0, −4) To sketch, we need one more point. We can find this from gradient, 𝑚=1= 1 1 = 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 This tells us, for every 1 point up (risen), we move across 1 point (run). (1, -3) (0, -4)

The y-intercept is -1, which gives point (0, −1) The Gradient-Intercept Method The linear equation needs to be arranged in the form 𝒚=𝒎𝒙+𝒄 * Plot the y-intercept on the graph (0,𝑐) * Use ′𝑚′ (the gradient) to determine the next point to plot 𝑚= 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 * Join the two points together eg3: Use the gradient-intercept method to draw the graph of 𝒚=𝟑𝒙−𝟏 The y-intercept is -1, which gives point (0, −1) To sketch, we need one more point. We can find this from gradient, 𝑚=3= 3 1 = 𝑟𝑖𝑠𝑒 𝑟𝑢𝑛 This tells us, for every 3 points up (risen), we move across 1 point (run). (1, 2) (0, -1)

Review - Sketching Linear Graphs Rearranging an equation from 𝑎𝑥+𝑏𝑦=𝑐 into 𝑦=𝑚𝑥+𝑐 form Rearrange 4𝑥+2𝑦=12 to 𝑦=𝑚𝑥+𝑐 form: We want to make y the subject: 2𝑦=−4𝑥+12 𝑦= −4𝑥+12 2 𝑦=−2𝑥+6

Review - Sketching Linear Graphs Rearranging an equation from 𝑎𝑥+𝑏𝑦=𝑐 into 𝑦=𝑚𝑥+𝑐 form Rearrange −6𝑥+3𝑦=15 to 𝑦=𝑚𝑥+𝑐 form: We want to make y the subject: 3𝑦=6𝑥+15 𝑦= 6𝑥+15 3 𝑦=2𝑥+5

Review - Sketching Linear Graphs The 𝑥−𝑦 Intercept Method Can be used for linear equations in either form 𝑦=𝑚𝑥+𝑐 or 𝑎𝑥+𝑏𝑦+𝑐=0 * Find 𝑦-intercept: Solve 𝑦 when 𝑥 =0 by substituting 𝑥=0 into the linear equation, this gives (0, 𝑦) * Find 𝑥-intercept: Solve 𝑥 when 𝑦 =0 by substituting 𝑦=0 into the linear equation, this gives 𝑥, 0 * Plot these two points on the graph and rule them together to form a line.

eg1. Sketch the line given by the equation 2𝑥+3𝑦=6 Let 𝑥=0: 2 0 +3𝑦=6 The 𝑥−𝑦 Intercept Method Can be used for linear equations in either form y = mx + c or ax + by = c * Find 𝑦-intercept: Solve 𝑦 when 𝑥 =0 by substituting 𝑥=0 into the linear equation, this gives (0, 𝑦) * Find 𝑥-intercept: Solve 𝑥 when 𝑦 =0 by substituting 𝑦=0 into the linear equation, this gives 𝑥, 0 * Plot these two points on the graph and rule them together to form a line. eg1. Sketch the line given by the equation 2𝑥+3𝑦=6 Let 𝑥=0: 2 0 +3𝑦=6 3𝑦=6 𝑦=2 (0, 2) Let 𝑦=0: 2𝑥+3(0)=6 2𝑥=6 𝑥=3 (3, 0) (0, 2) (3, 0)

eg2. Sketch the line given by the equation −4𝑥+2𝑦=8 Let 𝑥=0: The 𝑥−𝑦 Intercept Method Can be used for linear equations in either form y = mx + c or ax + by = c * Find 𝑦-intercept: Solve 𝑦 when 𝑥 =0 by substituting 𝑥=0 into the linear equation, this gives (0, 𝑦) * Find 𝑥-intercept: Solve 𝑥 when 𝑦 =0 by substituting 𝑦=0 into the linear equation, this gives 𝑥, 0 * Plot these two points on the graph and rule them together to form a line. eg2. Sketch the line given by the equation −4𝑥+2𝑦=8 Let 𝑥=0: −4 0 +2𝑦=8 2𝑦=8 𝑦=4 (0, 4) Let 𝑦=0: −4𝑥+2(0)=8 −4𝑥=8 𝑥=−2 (−2, 0) (0, 4) (-2, 0)

eg3. Sketch the line given by the equation 𝑦=3𝑥+6 Let 𝑥=0: 𝑦=3𝑥+6 The 𝑥−𝑦 Intercept Method Can be used for linear equations in either form y = mx + c or ax + by = c * Find 𝑦-intercept: Solve 𝑦 when 𝑥 =0 by substituting 𝑥=0 into the linear equation, this gives (0, 𝑦) * Find 𝑥-intercept: Solve 𝑥 when 𝑦 =0 by substituting 𝑦=0 into the linear equation, this gives 𝑥, 0 * Plot these two points on the graph and rule them together to form a line. eg3. Sketch the line given by the equation 𝑦=3𝑥+6 Let 𝑥=0: 𝑦=3𝑥+6 𝑦=3 0 +6 𝑦=6 (0, 6) Let 𝑦=0: 0=3𝑥+6 −6=3𝑥 𝑥= −6 3 =−2 (−2, 0) (0, 6) (-2, 0)

eg. Sketch the line given by the equation 𝑦=4 In this topic you will also come across more basic graphs, involving only an 𝑥 or 𝑦 variable eg. Sketch the line given by the equation 𝑦=4 (0, 4)

eg2. Sketch the line given by the equation 𝑥=−6 In this topic you will also come across more basic graphs, involving only an 𝑥 or 𝑦 variable eg2. Sketch the line given by the equation 𝑥=−6 (-6, 0)

eg3. Sketch the line given by the equation 𝑦=0 In this topic you will also come across more basic graphs, involving only an 𝑥 or 𝑦 variable eg3. Sketch the line given by the equation 𝑦=0 (0, 0)

Now Try Worksheet One Page One

Review - Sketching Linear Graphs Using the calculator to sketch graphs 𝒙=𝟑 Highlight and drag into the graph box

Review - Sketching Linear Graphs Using the calculator to sketch graphs 𝒚=𝟐 Highlight and drag into the graph box

Review - Sketching Linear Graphs Using the calculator to sketch graphs 𝒚=𝟑𝒙+𝟔 To find the co-ordinates of the y-intercept: Analysis  G-Solve  y-intercept To find the co-ordinates of the x-intercept Analysis  G-Solve  root Highlight and drag into the graph box

Review - Sketching Linear Graphs Using the calculator to sketch graphs 𝟏𝟎𝒙+𝟐𝒚=𝟔 To find the co-ordinates of the y-intercept: Analysis  G-Solve  y-intercept To find the co-ordinates of the x-intercept Analysis  G-Solve  root Highlight and drag into the graph box

Review - Sketching Linear Graphs Using the calculator to sketch 2 graphs on one plot 𝟏𝟎𝒙+𝟐𝒚=𝟔 To find the co-ordinates of the Point of Intersection: Analysis  G-Solve  Intersect Highlight and drag each equation into the graph box 𝒚=−𝒙+𝟑

Now: Then: Check your answers to the worksheet using your calculator Do the other side of the page Now: Then:

Understanding Inequalities What do the following symbols represent? < > ≤ ≥ 𝑥<4 𝑥 𝑖𝑠 4 𝑥>12 𝑥 𝑖𝑠 12 𝑥≤ 8 𝑥 𝑖𝑠 8 𝑥≥−3 𝑥 𝑖𝑠 −3 less than greater than less than or equal to greater than or equal to less than greater than less than or equal to greater than or equal to

Understanding Inequalities How can we represent these values on a number line? 𝑥>3 𝑥<4 1<𝑥<7 0 1 2 3 4 5 6 7 8 9 10 0 1 2 3 4 5 6 7 8 9 10 0 1 2 3 4 5 6 7 8 9 10

Understanding Inequalities What about on an x-y axis? Shade the region which isn’t included in the range. 𝑥>3 𝑥≤4 −2<𝑥<4 Check your answer by choosing a test point in the unshaded area and sub it into the equation.

Understanding Inequalities What about on an x-y axis? Shade the region which isn’t included in the range. 𝑦>1 y≤2 −6<𝑦<0 Check your answer by choosing a test point in the unshaded area and sub it into the equation.

Understanding Inequalities What about on an x-y axis? Shade the region which isn’t included in the range. 𝑦>6 x≤−3 2<𝑥<8 Check your answer by choosing a test point in the unshaded area and sub it into the equation.

Rearranging Inequations We may be presented with inequations in one variable which require some rearranging first. −3𝑥+2≥8 −3𝑥≥6 −𝑥≥2 𝑥≤−2 2𝑥−4≥6 2𝑥≥10 𝑥≥5 𝑦+5<8 𝑦<3

Now Try Exercise 11.2 Questions 1, 2, 3, 4, 7

Plotting Inequalities with BOTH 𝑥 and 𝑦 eg1. Draw the graph of the inequation 𝒚<𝟐𝒙+𝟓 Plot the graph of 𝑦=2𝑥+5 Decide which side is defined by the equation by choosing a test point and checking if it satisfies the inequality equation 0<2 0 +5 0<0+5 0<5 So we can leave this side of the graph and shade the other side of the line Try (0, 0): Is this true? YES

Plotting Inequalities with BOTH 𝑥 and 𝑦 eg2. Draw the graph of the inequation 𝒚−𝟒𝒙<𝟐 Plot the graph of 𝑦−4𝑥=2 Decide which side is defined by the equation by choosing a test point and checking if it satisfies the inequality equation 0−4(0)<2 0<2 So we can leave this side of the graph and shade the other side of the line Try (0, 0): Is this true? YES

Plotting Inequalities with BOTH 𝑥 and 𝑦 eg3. Draw the graph of the inequation 𝒚+𝟑𝒙>𝟔 Plot the graph of 𝑦+3𝑥=6 Decide which side is defined by the equation by choosing a test point and checking if it satisfies the inequality equation 0+3 0 >6 0>6 So we can shade the side of the graph that includes the point ( 0, 0) Try (0, 0): Is this true? NO

Plotting Inequalities with BOTH 𝑥 and 𝑦 eg4. Draw the graph of the inequation 𝟐𝒚+𝟒𝒙≥𝟔 Plot the graph of 2𝑦+4𝑥=6 Decide which side is defined by the equation by choosing a test point and checking if it satisfies the inequality equation 2 0 +4 0 ≥6 0≥6 So we can shade the side of the graph that includes the point ( 0, 0) Try (0, 0): Is this true? NO

Plotting Inequalities with BOTH 𝑥 and 𝑦 eg5. Draw the graph of the inequation 𝒚<𝟐𝒙 Plot the graph of 𝑦=2𝑥 Decide which side is defined by the equation by choosing a test point and checking if it satisfies the inequality equation – AS THIS GRAPH GOES THROUGH THE ORIGIN, WE CANNOT USE (0,0) AS THE TEST POINT. 0<2 1 0<2 So we can leave this side of the graph and shade the other side of the line Try (1, 0): Is this true? YES

Finding the inequality, when given the equation & graph Sometimes we are given the linear equation and given the graph, but have to fill in the inequality sign. eg1. Given the equation below, complete the inequality given the following graph… 𝒚 ⎕ 𝟐𝒙+𝟏 Substitute a test point into the equation (0, 0): 𝒚 ⎕ 𝟐𝒙+𝟏 𝟎 ⎕ 𝟐 𝟎 +𝟏 𝟎 ⎕ 𝟎+𝟏 𝟎 ⎕ 𝟏 Look at the graph - Is the test point in the R.R? If YES, then the last line in the equation above needs to be TRUE If NO, then the last line in the equation above needs to be FALSE This point is NOT in the R.R, so make the statement FALSE 𝟎 > 𝟏 Now substitute the inequality into the equation. 𝒚 > 𝟐𝒙+𝟏

Finding the inequality, when given the equation & graph Sometimes we are given the linear equation and given the graph, but have to fill in the inequality sign. eg2. Given the equation below, complete the inequality given the following graph… 𝒚 ⎕ 𝟒𝒙+𝟐 Substitute a test point into the equation (0, 0): 𝒚 ⎕ 𝟒𝒙+𝟐 𝟎 ⎕ 𝟒 𝟎 +𝟐 𝟎 ⎕ 𝟎+𝟐 𝟎 ⎕ 𝟐 Look at the graph - Is the test point in the R.R? If YES, then the last line in the equation above needs to be TRUE If NO, then the last line in the equation above needs to be FALSE This point IS in the R.R, so make the statement TRUE 𝟎 < 𝟐 Now substitute the inequality into the equation. 𝒚 < 𝟒𝒙+𝟐

Now Try Exercise 11.2 Questions 5, 6, 8, 9, 10, 11, 13, 16

Finding an inequation, given the graph eg1. Find the inequation that represents the graph Choose 2 points on the graph Find the gradient: 𝑚= 𝑦 2 − 𝑦 1 𝑥 2 − 𝑥 1 Sub your gradient into ‘m’ in 𝑦=𝑚𝑥+𝑐 Sub the co-ordinates of any point into the 𝑦 and 𝑥 and rearrange to solve ‘𝑐’ 5. Sub the m and the c value into 𝑦=𝑚𝑥+𝑐 Or read ‘c’ off the graph Easier to choose intercepts: Points (-2, 0) and (0, 4) Sub points into 𝑚= 𝑦 2 − 𝑦 1 𝑥 2 − 𝑥 1 = 4−0 0−−2 = 4 2 =2 𝑦=2𝑥+𝑐 𝑆𝑢𝑏 𝑖𝑛 0,4 : 4=2 0 +𝑐 𝑐=4 5. 𝑦=2𝑥+4

Finding an inequation, given the graph eg1 cont. Find the inequation that represents the graph 𝒚=𝟐𝒙+𝟒 Now the equals sign needs to be replaced with an inequality. Choose test point (0,0) – As this point is shaded, we need to choose an inequality that produces a FALSE…. 0=2 0 +4 0=4 0>4 𝐹𝐴𝐿𝑆𝐸 −𝑤ℎ𝑖𝑐ℎ 𝑖𝑠 𝑤ℎ𝑎𝑡 𝑤𝑒 𝑤𝑎𝑛𝑡….. 𝑠𝑜 𝑦>2𝑥+4

Now Try Exercise 11.2 Questions 5, 6, 8, 9, 10, 11, 13, 16, 17b, 18a

Graphing two inequations on one plot We plot 2 inequations on the same axis & find the region which satisfies both inequations. We will again shade the region not defined by the inequation, leaving the required area unshaded. Required region eg1. 𝒙≥𝟏 𝒚≥𝟑 Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies both inequations

Graphing two inequations on one plot We will again shade the region not defined by the inequation, leaving the required area unshaded. eg2. 𝒙≤𝟎 𝒚>𝟓 Required region Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies both inequations

Graphing two inequations on one plot We will again shade the region not defined by the inequation, leaving the required area unshaded. eg3. 𝒙<𝟎 𝒚>𝟐𝒙+𝟏 Required region Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies both inequations Check your answer using a test point

𝒚<𝟐𝒙+𝟏 𝒚+𝒙≥𝟒 eg4. Sketch the pair of simultaneous inequations. Label the point of intersection (POI) on your graph 𝒚<𝟐𝒙+𝟏 𝒚+𝒙≥𝟒 Required region Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies both inequations Check your answer using a test point Highlight the Point of Intersection on the graph

𝒙−𝒚>𝟑 𝒚+𝒙≤𝟐 eg5. Sketch the pair of simultaneous inequations. Label the point of intersection (POI) on your graph 𝒚+𝒙≤𝟐 𝒙−𝒚>𝟑 Required region Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies both inequations Check your answer using a test point Highlight the Point of Intersection on the graph

Now Try Exercise 11.3 Questions 1, 2, 3, 4, 11, 12, 14

Graphing systems of inequations on one plot We will again shade the region not defined by the inequation, leaving the required area unshaded. eg1. Find the required region defined by the system of inequations 𝒙≥𝟎 𝒚≥𝟏 𝒚<𝟖 𝒙≤𝟔 Required region Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies all inequations

Graphing systems of inequations on one plot eg2. Find the required region defined by the system of inequations 𝒙≥𝟑 𝒙≤𝟕 𝒚≥𝟑 𝒚<𝟔 Required region Plot each of these on the axis Shade the area not defined by the inequation The remaining region satisfies all inequations

Graphing systems of inequations on one plot eg3. Find the required region defined by the system of inequations 𝒙≥𝟏 𝐲≤𝟐 𝒚<𝟑𝒙−𝟏 →𝑡𝑒𝑠𝑡 𝑝𝑜𝑖𝑛𝑡 0,0 : 0<−1 FALSE– So shade region which includes the point (0,0) Required region

Graphing systems of inequations on one plot eg4. Find the required region defined by the system of inequations 𝒙≥𝟏 𝒚≤−𝟐𝒙+𝟓 →𝑡𝑒𝑠𝑡 𝑝𝑜𝑖𝑛𝑡 0,0 : 0<5 TRUE– So leave region which includes the point (0,0) 𝒚<𝟐𝒙−𝟗 →𝑡𝑒𝑠𝑡 𝑝𝑜𝑖𝑛𝑡 0,0 : 0<−9 FALSE– So shade region which Required region

Worksheet 2 Exercise 11.3 Now try then Questions 1, 2, 3, 4, 11, 12, 14 Now try then

Linear Programming Applications: Solving worded problems These problems involve converting worded problems into a series of linear inequations. Using the corner points of the feasible region, we can solve real problems involving finding a maximum or minimum number – ie. Finding a maximum profit, or a minimum Cost. Objective function is the Profit or Cost equation that we are trying to maximise or minimise. Constraints are the linear inequations we create and sketch to find the feasible region. Constraints may include things like the amount of material we have to make something or the amount of time it takes to do something

Worded Problems: Forming constraints eg1. A bakery makes two varieties of cake – Mud Cake and Cheesecake. One batch of mud cakes take 1 hour of labour to produce. One batch of cheesecakes takes 1.5 hours of labour to produce. A total of 40 hours of labour is available each week. They must produce a minimum of 10 batches of mud cakes and 8 batches of cheesecakes. Define the constraints for this problem and sketch the feasible region for producing cakes. 1. Define to variables to solve your question: 2. Define the Constraints: 𝑥=𝑎 𝑏𝑎𝑡𝑐ℎ 𝑜𝑓 𝑚𝑢𝑑 𝑐𝑎𝑘𝑒𝑠 𝑦=𝑎 𝑏𝑎𝑡𝑐ℎ 𝑜𝑓 𝑐ℎ𝑒𝑒𝑠𝑒𝑐𝑎𝑘𝑒𝑠 𝐿𝑎𝑏𝑜𝑢𝑟: 𝑥+1.5𝑦≤40 𝑀𝑖𝑛𝑖𝑚𝑢𝑚 𝑀𝑢𝑑 𝑐𝑎𝑘𝑒𝑠: 𝑥≥10 𝑀𝑖𝑛𝑖𝑚𝑢𝑚 𝐶ℎ𝑒𝑒𝑠𝑒𝑐𝑎𝑘𝑒𝑠: 𝑦≥8

1. Define to variables to solve your question: 2. Define the Constraints: 𝑥=𝑎 𝑏𝑎𝑡𝑐ℎ 𝑜𝑓 𝑚𝑢𝑑 𝑐𝑎𝑘𝑒𝑠 𝑦=𝑎 𝑏𝑎𝑡𝑐ℎ 𝑜𝑓 𝑐ℎ𝑒𝑒𝑠𝑒𝑐𝑎𝑘𝑒𝑠 𝐿𝑎𝑏𝑜𝑢𝑟: 𝑥+1.5𝑦≤40 𝑀𝑖𝑛𝑖𝑚𝑢𝑚 𝑀𝑢𝑑 𝑐𝑎𝑘𝑒𝑠: 𝑥≥10 𝑀𝑖𝑛𝑖𝑚𝑢𝑚 𝐶ℎ𝑒𝑒𝑠𝑒𝑐𝑎𝑘𝑒𝑠: 𝑦≥8 3. Plot the constraints and find the feasible region:

Worded Problems: Forming constraints eg2. A local factory produces runners and walking shoes. It is able to produce a minimum of 400 pairs of runners and 350 pairs of walking shoes. The factory is capable of producing a maximum of 900 pairs of shoes altogether. Define the constraints for this problem and sketch the feasible region. 1. Define to variables to solve your question: 2. Define the Constraints: 𝑥=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑟𝑢𝑛𝑛𝑒𝑟𝑠 𝑦=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑟𝑢𝑛𝑛𝑒𝑟𝑠: 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠: 𝑡𝑜𝑡𝑎𝑙 𝑚𝑎𝑥𝑖𝑚𝑢𝑚: 𝑥≥400 𝑦≥350 𝑥+𝑦≤900

1. Define to variables to solve your question: 𝑥=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑟𝑢𝑛𝑛𝑒𝑟𝑠 𝑦=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠 1. Define to variables to solve your question: 2. Define the Constraints: 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑟𝑢𝑛𝑛𝑒𝑟𝑠: 𝑥≥400 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠: 𝑦≥350 𝑡𝑜𝑡𝑎𝑙 𝑚𝑎𝑥𝑖𝑚𝑢𝑚: 𝑥+𝑦≤900 3. Plot the constraints and find the feasible region, labelling the corner points:

Worded Problems: Forming constraints eg3. A farmer has a plot of 35 hectare plot of land to plant oats and wheat. Oats require 3 hours of labour to produce per hectare. Wheat require 4 hours of labour to produce per hectare. A total of 120 hours of labour is available. Define the constraints for this problem and sketch the feasible region. 1. Define to variables to solve your question: 2. Define the Constraints: 𝑥=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑜𝑎𝑡𝑠 𝑦=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑤ℎ𝑒𝑎𝑡 Can’t have negative land! So: 𝑥≥0 𝑦≥0 𝑆𝑝𝑎𝑐𝑒 𝐴𝑣𝑎𝑖𝑙𝑎𝑏𝑙𝑒: 𝑥+𝑦≤35 3𝑥+4𝑦≤120 𝐿𝑎𝑏𝑜𝑢𝑟:

1. Define to variables to solve your question: 2. Define the Constraints: 𝑥=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑜𝑎𝑡𝑠 𝑦=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑤ℎ𝑒𝑎𝑡 𝑆𝑝𝑎𝑐𝑒 𝐴𝑣𝑎𝑖𝑙𝑎𝑏𝑙𝑒: 𝑥+𝑦≤35 3𝑥+4𝑦≤120 𝑥≥0 𝑦≥0 𝐿𝑎𝑏𝑜𝑢𝑟: 3. Plot the constraints and find the feasible region:

Now Try Exercise 11.3 Questions 5, 6, 15, 17

Worded Problems: Forming Objective Functions The objective of a problem, is what we are hoping to achieve, usually to minimize costs or maximize profits. You will be given information to allow you to form the Objective Function. Eg. Gemma makes necklaces and bracelets. She makes a profit of $5 on each necklace and $4 for each bracelet that she sells. Write an equation to find her maximum profit. 1. Define variables: 2. Determine what is to be maximized or minimized: 3. Write the objective function: 𝑙𝑒𝑡 𝑥=𝑎 𝑛𝑒𝑐𝑘𝑙𝑎𝑐𝑒 𝑙𝑒𝑡 𝑦=𝑎 𝑏𝑟𝑎𝑐𝑒𝑙𝑒𝑡 𝐺𝑒𝑚𝑚𝑎 𝑤𝑎𝑛𝑡𝑠 𝑡𝑜 𝑚𝑎𝑥𝑖𝑚𝑖𝑠𝑒 𝑃𝑟𝑜𝑓𝑖𝑡 𝑃=5𝑥+4𝑦

Worded Problems: Forming Objective Functions Eg2. Reece owns a clothing store. His best selling items are jeans and watches. He purchases these from a wholesaler, jeans for $80 and watches for $70. Write an objective function to minimize his costs. 1. Define variables: 2. Determine what is to be maximized or minimized: 3. Write the objective function: 𝑙𝑒𝑡 𝑥=𝑗𝑒𝑎𝑛𝑠 𝑙𝑒𝑡 𝑦=𝑎 𝑤𝑎𝑡𝑐ℎ 𝑅𝑒𝑒𝑐𝑒 𝑤𝑎𝑛𝑡𝑠 𝑡𝑜 𝑚𝑖𝑛𝑖𝑚𝑖𝑠𝑒 𝐶𝑜𝑠𝑡 𝐶=80𝑥+70𝑦

Worded Problems: Forming Objective Functions Eg2. A stationery manufacturer makes two types of products: rulers and erasers. It costs the manufacturer $0.10 to make the rulers and $0.05 to make the erasers. The manufacturer sells its products to the distributors who buy the rulers for $0.12 and the erasers for $0.08. Write an equation to find the manufacturer’s minimum cost and maximum profit (two objective functions). 1. Define variables: 2. Determine what is to be maximized or minimized: 3. Write the objective functions: 𝑙𝑒𝑡 𝑥=𝑎 𝑟𝑢𝑙𝑒𝑟 𝑙𝑒𝑡 𝑦=𝑎𝑛 𝑒𝑟𝑎𝑠𝑒𝑟 𝐵𝑜𝑡ℎ −𝑜𝑛𝑒 𝑒𝑞𝑢𝑎𝑡𝑖𝑜𝑛 𝑓𝑜𝑟 𝑒𝑎𝑐ℎ 𝑐𝑜𝑠𝑡 𝑎𝑛𝑑 𝑝𝑟𝑜𝑓𝑖𝑡 𝐶=0.10𝑥+0.05𝑦 𝑃=0.02𝑥+0.03𝑦

Now Try Exercise 11.3 Questions 5, 6, 7, 15, 16, 17, 19

Maximising and minimising linear functions Using linear programming, we can maximise or minimise linear functions subject to constraints given by a set of linear inequations. Today we will do this using the corner point method, using the following steps: Sketch the feasible region Determine the coordinates of the corner points of the feasible region Substitute the coordinates of the corner points into the given objective function (the linear equation to be maximised or minimised) 4. Choose which set of coordinates produces the maximum or minimum value, as stated in the question.

𝑧=𝑥+2𝑦 eg1. Maximise 𝑧=𝑥+2𝑦 subject to the system of inequations Sketch the feasible region Determine the coordinates of the corner points of the feasible region Sub. the corner points into the objective function (the linear equation to be maximised or minimised) 4. Choose which set of coordinates produces the maximum or minimum value, as stated in the question eg1. Maximise 𝑧=𝑥+2𝑦 subject to the system of inequations 𝒙≥𝟎 𝒚≥𝟏 𝒚<𝟖 𝒙≤𝟔 Required region Corner Points (0, 1) (0, 8) (6, 1) (6, 8) 𝑧=𝑥+2𝑦 𝑧=0+(2×1) =2 𝑧=0+(2×8) =16 𝑧=6+(2×1) =8 𝑧=6+(2×8) =22 𝑍 𝑚𝑎𝑥 =22

𝑧=3𝑥+2𝑦 eg2. Maximise 𝑧=3𝑥+2𝑦 subject to the system of inequations Sketch the feasible region Determine the coordinates of the corner points of the feasible region Sub. the corner points into the objective function (the linear equation to be maximised or minimised) 4. Choose which set of coordinates produces the maximum or minimum value, as stated in the question eg2. Maximise 𝑧=3𝑥+2𝑦 subject to the system of inequations 𝒙≥𝟎 𝒚≥𝟎 𝟐𝒚+𝟐𝒙<𝟖 Required region Corner Points (0, 0) (0, 4) (4, 0) 𝑧=3𝑥+2𝑦 𝑧= 3×0 +(2×0) =0 𝑧= 3×0 +(2×4) =8 𝑧= 3×4 +(2×0) =12 𝑍 𝑚𝑎𝑥 =12

𝑧=4𝑥−𝑦 eg3. Minimise 𝑧=4𝑥−𝑦 subject to the system of inequations Sketch the feasible region Determine the coordinates of the corner points of the feasible region Sub. the corner points into the objective function (the linear equation to be maximised or minimised) 4. Choose which set of coordinates produces the maximum or minimum value, as stated in the question eg3. Minimise 𝑧=4𝑥−𝑦 subject to the system of inequations 𝒚≥−𝟔 𝒚≤𝟑𝒙−𝟔 𝟐𝒚+𝟒𝒙<𝟖 Required region Corner Points (2, 0) (0, -6) (6, -6) 𝑧=4𝑥−𝑦 𝑧= 4×2 −0 =8 𝑧= 4×0 −−6 =6 𝑧= 4×6 −−6 =24+6=30 𝑍 𝑚𝑖𝑛 =6

𝑧=2𝑥−2𝑦 eg4. Minimise 𝑧=2𝑥−2𝑦 subject to the system of inequations Sketch the feasible region Determine the coordinates of the corner points of the feasible region Sub. the corner points into the objective function (the linear equation to be maximised or minimised) 4. Choose which set of coordinates produces the maximum or minimum value, as stated in the question eg4. Minimise 𝑧=2𝑥−2𝑦 subject to the system of inequations 𝒙≥𝟎 𝒚≥𝟑 𝒚<𝟏𝟎 𝒙≤𝟒 Required region Corner Points (0, 3) (0, 10) (4, 3) (4, 10) 𝑧=2𝑥−2𝑦 𝑧= 2×0 −(2×3) =−6 𝑧= 2×0 −(2×10) =−20 𝑧= 2×4 −(2×3) =8−6=2 𝑧= 2×4 −(2×10) =8−20=−12 𝑍 𝑚𝑖𝑛 =−20

Maximum/Minimum Problems Now Try Worksheet Maximum/Minimum Problems Then: Exercise 11.4: Q 8, 1, 2

Worksheet Solutions

We are asked to Maximise – the largest solution from above is 10. eg1. For the following system of inequations: Maximise z = x + y subject to 𝑥 ≥ 0, 𝑦 ≥ 0, 𝑥 ≤ 4, 𝑦 ≤ 6 𝐴: 0, 0 → 𝑧=𝑥+𝑦 = 0+0 =0 𝐵: 0, 6 → 𝑧=𝑥+𝑦=0+6=6 𝐶: 4, 6 →𝑧=𝑥+𝑦=4+6=10 𝐷: 4,0 →𝑧=𝑥+𝑦=4+0=4 We are asked to Maximise – the largest solution from above is 10. So 𝑍 𝑚𝑎𝑥 =10

We are asked to Maximise – the largest solution from above is 15 eg2. For the following system of inequations: Maximise z = 2x + 3y subject to 𝑥 ≥ 0, 𝑦 ≥ 0, 𝑦≤2𝑥+3, 2𝑥+𝑦≤6 y ≤ 2x+3, 2x+y ≤ 6 𝐴: 0, 0 → 𝑧=2𝑥+3𝑦 = 0+0 =0 𝐵: 0, 3 → 𝑧=2𝑥+3𝑦=0+(3×3)=9 𝐶: 0.75, 4.5 →𝑧=2𝑥+3𝑦= 2×.75 +(3×4.5)=15 𝐷: 3,0 →𝑧=2𝑥+3𝑦=(2×3)+0=6 We are asked to Maximise – the largest solution from above is 15 So 𝑍 𝑚𝑎𝑥 =15

We are asked to Minimise – the smallest solution from above is - 4 eg3. For the following system of inequations: Minimise z = 2x - y subject to 𝑥 ≥ 0, 𝑦 ≥ 0, 𝑦 ≤ 4, 𝑥 ≤ 8 𝐴: 0, 0 → 𝑧=2𝑥−𝑦 = 0−0 =0 𝐵: 0, 4 → 𝑧=2𝑥−𝑦=0−4=−4 𝐶: 8, 4 →𝑧=2𝑥−𝑦=16−4=12 𝐷: 8,0 →𝑧=2𝑥−𝑦=16+0=16 We are asked to Minimise – the smallest solution from above is - 4 So 𝑍 𝑚𝑖𝑛 =−4

eg4. For the following system of inequations: Maximise z = x + 3y subject to 𝑥 ≥ 0, 𝑦 ≥ 0, 𝑥+𝑦≤8, 2𝑦−2𝑥≤4 𝐴: 0, 0 → 𝑧=𝑥+3𝑦 = 0+0 =0 𝐵: 0, 2 → 𝑧=𝑥+3𝑦=0+(3×2)=6 𝐶: 3, 5 →𝑧=𝑥+3𝑦= 3×3 + 3×5 =9+15=24 𝐷: 8,0 →𝑧=𝑥+3𝑦=(1×8)+0=8 We are asked to Maximise – the largest solution from above is 24 So 𝑍 𝑚𝑎𝑥 =24

Linear Programming Applications: Solving worded problems eg1. A local factory produces runners and walking shoes. It is able to produce a minimum of 400 pairs of runners and 350 pairs of walking shoes. The factory is capable of producing a maximum of 900 pairs of shoes altogether. The profit on a pair of runners is $12.50 and on a pair of walking shoes, $10. What combination of shoes should the factory make to maximise profits? 1. Define to variables to solve your question: 2. Define the Objective Function: 3. Define the Constraints: 𝑥=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑟𝑢𝑛𝑛𝑒𝑟𝑠 𝑦=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠 𝑃=12.5𝑥+10𝑦 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑟𝑢𝑛𝑛𝑒𝑟𝑠: 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠: 𝑡𝑜𝑡𝑎𝑙 𝑚𝑎𝑥𝑖𝑚𝑢𝑚: 𝑥≥400 𝑦≥350 𝑥+𝑦≤900

1. Define to variables to solve your question: 𝑥=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑟𝑢𝑛𝑛𝑒𝑟𝑠 𝑦=𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑝𝑎𝑖𝑟𝑠 𝑜𝑓 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠 1. Define to variables to solve your question: 2. Define the Objective Function: 3. Define the Constraints: 𝑃=12.5𝑥+10𝑦 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑟𝑢𝑛𝑛𝑒𝑟𝑠: 𝑥≥400 𝑚𝑖𝑛𝑖𝑚𝑢𝑚 𝑤𝑎𝑙𝑘𝑖𝑛𝑔 𝑠ℎ𝑜𝑒𝑠: 𝑦≥350 𝑡𝑜𝑡𝑎𝑙 𝑚𝑎𝑥𝑖𝑚𝑢𝑚: 𝑥+𝑦≤900 4. Plot the constraints and find the feasible region: 5. Find the corner points of the feasible region and label them: 𝐴: 400,350 𝐵: 400, 500 𝐶: 550,350 6. Use the corner points to solve the objective function: 𝐴: 400,350 𝑃=12.5 400 +10 350 =8500 𝐵: 400,500 𝑃=12.5 400 +10 500 =10000 𝐶: 550,350 𝑃=12.5 550 +10 350 =10375 7. Answer the question given in the initial problem: We want to maximise profit, so if 550 pairs of runners and 350 pairs of walkers are produced and sold, the company makes a profit of $10375

Linear Programming Applications: Solving worded problems eg2. A farmer has a plot of 35 hectare plot of land to plant oats and wheat. Oats require 3 hours of labour to produce per hectare. Wheat require 4 hours of labour to produce per hectare. A total of 120 hours of labour is available. Profit on oats is $200 per hectare and wheat is $240 per hectare. What should he plant to maximise profits? 1. Define to variables to solve your question: 2. Define the Objective Function: 3. Define the Constraints: 𝑥=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑜𝑎𝑡𝑠 𝑦=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑤ℎ𝑒𝑎𝑡 𝑃=200𝑥+240𝑦 𝑥+𝑦≤35 3𝑥+4𝑦≤120 𝑥≥0 𝑦≥0 𝑆𝑝𝑎𝑐𝑒 𝐴𝑣𝑎𝑖𝑙𝑎𝑏𝑙𝑒: 𝐿𝑎𝑏𝑜𝑢𝑟:

1. Define to variables to solve your question: 2. Define the Objective Function: 3. Define the Constraints: 𝑥=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑜𝑎𝑡𝑠 𝑦=ℎ𝑒𝑐𝑡𝑎𝑟𝑒 𝑜𝑓 𝑤ℎ𝑒𝑎𝑡 𝑃=200𝑥+240𝑦 𝑆𝑝𝑎𝑐𝑒 𝐴𝑣𝑎𝑖𝑙𝑎𝑏𝑙𝑒: 𝑥+𝑦≤35 3𝑥+4𝑦≤120 𝑥≥0 𝑦≥0 𝐿𝑎𝑏𝑜𝑢𝑟: 4. Plot the constraints and find the feasible region: 5. Find the corner points of the feasible region and label them: 𝐴: 0, 0 𝐵: 0, 30 𝐶: 20, 15 D:(35,0) 6. Use the corner points to solve the objective function: 𝐴: 0,0 𝑃=200 0 +240 0 =0 𝐵: 0, 30 𝑃=200 0 +240 30 =0+7200=7200 𝐶: 20,15 𝑃=200 20 +240 15 =4000+3600=7600 𝐷: 35,0 𝑃=200 35 +240 0 =7000 7. Answer the question given in the initial problem: We want to maximise profit, so if 20ha of oats and 15ha of wheat is produced, the farmer will achieve a maximum profit of $7600

Now Try Exercise 11.4 Q 5, 6, 7, 12, 13, 18