Achievement Standard Mathematics and Statistics 91574: Apply linear programming methods in solving problems Resource reference: Mathematics and Statistics 3.2A Resource title: Pizza Shack Credits: 3 Achievement Apply linear programming methods in solving problems. Achievement with Merit Achievement with Excellence Apply linear programming methods, using relational thinking, in solving problems. Apply linear programming methods, using extended abstract thinking, in solving problems. Introduction This activity requires you to use linear programming to investigate a situation that involves maximising a function in two variables subject to various constraints. You will present your findings as a written report, supported by graphs, equations and relevant calculations. The quality of your reasoning and how well you link this to the context will determine the overall grade. Context Pizza Shack is a restaurant that sells pizza, amongst other things. They sell two types of pizza: Value pizzas and Gourmet pizzas. Value pizzas cost $3.50 to produce and 2 minutes for one person to prepare. Gourmet pizzas cost $5.00 to produce and 4 minutes for one person to prepare. Value pizzas are more popular than Gourmet pizzas. From experience, the manager knows that Pizza Shack sells at least twice as many Value pizzas as Gourmet pizzas on any given night. Pizza Shack is open from 4:30pm to 10:00pm each night. During this time two people work on preparing pizzas. The manager has budgeted $1000 per day for pizza production. Let x be the number of Value pizzas made and y be the number of Gourmet pizzas made. Task This activity requires you to use linear programming to model the constraints Pizza Shack have to consider when making pizzas and to answer questions for the following scenarios. You will present your findings as a written report, supported by graphs, equations and relevant calculations. As you write your report take care to clearly communicate your findings using appropriate mathematical statements and show mathematical insight in relating your answers to the context. SCENARIO ONE Currently Value pizzas sell for $5.00 and Gourmet pizzas sell for $8.50. Determine how many pizzas of each type need to be sold per day to maximise the manager’s revenue, and clearly state this revenue. SCENARIO TWO The manager considers selling Gourmet pizzas for a different price. Discuss the price that he should sell the Gourmet pizzas for so that there is more than one way to generate a maximum revenue from pizza sales? Assessment schedule: Mathematics and Statistics 91574 Pizza Shack Evidence/Judgements for Achievement Evidence/Judgements for Achievement with Merit The student has applied linear programming methods in solving problems to make a recommendation about the optimum number of birds. The student has applied linear programming methods, using relational thinking, in solving problems to make a recommendation about the optimum number of birds. The student has linear programming methods, using extended abstract thinking, in solving problems to make a recommendation about the optimum number of birds and the effect on profit. The student has demonstrated relational thinking by forming and using a model AND relating their findings to the context, or communicating their thinking using appropriate mathematical statements The student has demonstrated extended abstract thinking by devising a strategy to investigate or solve a problem AND using correct mathematical statements or communicating mathematical insight. The student has demonstrated this by selecting and using methods demonstrating knowledge of concepts and terms communicating using appropriate representations. For example: Finding the equation of a linear inequality, for example, Cost: 3.5x + 5y < 1000 Time: 2x + 4y < 660 Ratio: x ≥ 2y Non negativity: x ≥ 0, y ≥ 0 For example: The student correctly graphs the linear system and identifies the feasible region. They have recommended the optimal number pizzas maximise the profit. Representing the feasible region graphically, correctly showing at least two of the constraints. Investigate integer values See graph below (175, 78) Not in the region Give potential vertices that maximises profit for the feasible region OR gradient method (174,78) $1533 Objective Function: R = 5x + 8.5y Vertices: (175, 77.5) $1533.75 (165, 82.5) $1526.25 (175, 77) $1529.50 This is close to (165, 82) $1522.00 (165, 83) not in the region Answer in context and explained or calculations or objective function gradient used. Value pizzas 174, Gourmet pizzas 78 for maximum profit of $1533 The manager is unlikely to make this profit as it would mean the staff would have to work without a break. Evidence/Judgements for Achievement with Excellence For example: The student has formed and used a system of linear constraints to find the optimal solution. Students need to say integer solutions that lie on the line between the two points. There are two options: If objective function has the same gradient as the cost equation: -3.5 -5 = Þ A = $7.14 5 A time constraint: -2 -5 = Þ A = $10 4 A The manager could use either to give multiple solutions. He should round the $7.14 to $7.10 if he wishes to keep it cheaper or choose $10 if he wishes to make it more expensive. A change in price might change the buying habits of customers.. Final grades will be decided using professional judgement based on a holistic examination of the evidence provided against the criteria in the Achievement Standard.