STAGE 2 MATHEMATICAL APPLICATIONS ASSESSMENT TYPE 1: SKILLS AND APPLICATIONS TASK 1 Purpose To demonstrate your ability to: accurately apply the mathematical concepts and relationships that you have learned in class to solve a range of matrices questions set in different contexts effectively and appropriately communicate relevant information within your solutions. Description of assessment This assessment allows you to show your skills in understanding and appropriate use of the mathematical concepts and relationships in the following: (a) Subtopic 4.1: Using Matrices to Organise Information – Costing and Stock Management (b) Subtopic 4.2: Application of Matrices to Network Problems. Assessment conditions This is a supervised assessment. Provide complete working for all calculations. Use electronic technology where appropriate. Learning Requirements Assessment Design Criteria Capabilities 1. Understand fundamental mathematical concepts and relationships. Mathematical Knowledge and Skills and Their Application Communication Identify, collect, and organise mathematical information relevant to investigating and finding solutions to questions/problems taken from social, scientific, economic, or historical contexts. MKSA1 Knowledge of content and understanding of mathematical concepts and relationships. MKSA2 Use of mathematical algorithms and techniques (implemented electronically where appropriate) to find solutions to routine and complex questions. Recognise and apply the mathematical techniques needed when analysing and finding a solution to a question/problem in context. Mathematical Modelling and Problem-solving Make informed use of electronic technology to provide numerical results and graphical representations. 2. 3. 4. 5. Interpret results, draw conclusions, and reflect on the reasonableness of these in the context of the question/problem. 6. Communicate mathematical ideas and reasoning using appropriate language and representations. 7. Work both independently and cooperatively in planning, organising, and carrying out mathematical activities. Page 1 of 10 The specific features are as follows: Citizenship Personal Development Work Learning MKSA3 Application of knowledge and skills to answer questions in applied contexts. The specific features are as follows: MMP1 Application of mathematical models. MMP2 Development of mathematical results for problems set in applied contexts. MMP3 Interpretation of the mathematical results in the context of the problem. MMP4 Understanding of the reasonableness and possible limitations of the interpreted results, and recognition of assumptions made. Communication of Mathematical Information The specific features are as follows: CMI1 Communication of mathematical ideas and reasoning to develop logical arguments. CMI2 Use of appropriate mathematical notation, representations, and terminology. Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 PERFORMANCE STANDARDS FOR STAGE 2 MATHEMATICAL APPLICATIONS Mathematical Knowledge and Skills and Their Application Mathematical Modelling and Problemsolving Communication of Mathematical Information A Comprehensive knowledge of content and understanding of concepts and relationships. Appropriate selection and use of mathematical algorithms and techniques (implemented electronically where appropriate) to find efficient solutions to complex questions. Highly effective and accurate application of knowledge and skills to answer questions set in applied contexts. Development and effective application of mathematical models. Complete, concise, and accurate solutions to mathematical problems set in applied contexts. Concise interpretation of the mathematical results in the context of the problem. In-depth understanding of the reasonableness and possible limitations of the interpreted results, and recognition of assumptions made. Highly effective communication of mathematical ideas and reasoning to develop logical arguments. Proficient and accurate use of appropriate notation, representations, and terminology. B Some depth of knowledge of content and understanding of concepts and relationships. Use of mathematical algorithms and techniques (implemented electronically where appropriate) to find some correct solutions to complex questions. Accurate application of knowledge and skills to answer questions set in applied contexts. Attempted development and appropriate application of mathematical models. Mostly accurate and complete solutions to mathematical problems set in applied contexts. Complete interpretation of the mathematical results in the context of the problem. Some depth of understanding of the reasonableness and possible limitations of the interpreted results, and recognition of assumptions made. Effective communication of mathematical ideas and reasoning to develop mostly logical arguments. Mostly accurate use of appropriate notation, representations, and terminology. C Generally competent knowledge of content and understanding of concepts and relationships. Use of mathematical algorithms and techniques (implemented electronically where appropriate) to find mostly correct solutions to routine questions. Generally accurate application of knowledge and skills to answer questions set in applied contexts. Appropriate application of mathematical models. Some accurate and generally complete solutions to mathematical problems set in applied contexts. Generally appropriate interpretation of the mathematical results in the context of the problem. Some understanding of the reasonableness and possible limitations of the interpreted results, and some recognition of assumptions made. Appropriate communication of mathematical ideas and reasoning to develop some logical arguments. Use of generally appropriate notation, representations, and terminology, with some inaccuracies. D Basic knowledge of content and some understanding of concepts and relationships. Some use of mathematical algorithms and techniques (implemented electronically where appropriate) to find some correct solutions to routine questions. Sometimes accurate application of knowledge and skills to answer questions set in applied contexts. Application of a mathematical model, with partial effectiveness. Partly accurate and generally incomplete solutions to mathematical problems set in applied contexts. Attempted interpretation of the mathematical results in the context of the problem. Some awareness of the reasonableness and possible limitations of the interpreted results. Some appropriate communication of mathematical ideas and reasoning. Some attempt to use appropriate notation, representations, and terminology, with occasional accuracy. E Limited knowledge of content. Attempted use of mathematical algorithms and techniques (implemented electronically where appropriate) to find limited correct solutions to routine questions. Attempted application of knowledge and skills to answer questions set in applied contexts, with limited effectiveness. Attempted application of a basic mathematical model. Limited accuracy in solutions to one or more mathematical problems set in applied contexts. Limited attempt at interpretation of the mathematical results in the context of the problem. Limited awareness of the reasonableness and possible limitations of the results. Attempted communication of emerging mathematical ideas and reasoning. Limited attempt to use appropriate notation, representations, or terminology, and with limited accuracy. Page 2 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 STAGE 2 MATHEMATICAL APPLICATIONS SKILLS AND APPLICATIONS TASK 1 SOLUTIONS MATRICES 1. (a) Draw and label a network with connectivity as shown in this matrix. A B A 0 B C D E 0 0 0 1 1 0 1 0 1 C 0 0 0 0 1 D E 0 0 1 0 0 1 0 1 1 0 A E Requires appropriate representation of a network to demonstrate communication of mathematical information. B D C (2 marks) (b) One of the locations seems to be unusual. Which one is it and why? If the nodes represented locations inside a video store what could this location represent? B does not have any arcs leaving it B could represent the checkout counter (or exit) in a video store. (2 marks) Page 3 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 2. The table below shows some of the charges made for various services by telephone companies. Company Local call ($) Long distance call ($) Mobile call ($) Text message ($) Message bank ($) W 0.29 1.00 0.58 0.15 0.20 X 0.27 0.95 0.69 0.12 0.20 Y 0.23 1.07 0.72 0.05 0.12 Z 0.26 0.87 0.83 0.10 0.15 (a) What service attracts the smallest charge? Text message (1 mark) (b) A customer in one month made 45 local calls, 15 long distance calls, 106 mobile calls and sent 345 text messages. Use matrix methods to find the cost for this customer at the various companies. Which company is the cheapest for him? 0.29 0.27 Cost = C x N = 0.23 0.26 1.00 0.95 1.07 0.87 141 .28 140 .94 = 119 .97 147 .23 0.58 0.69 0.72 0.83 0.15 0.12 0.05 0.10 45 0.20 15 0.20 106 0.12 345 0.15 0 Cheapest company is Y charging $119.97. (3 marks) (c) His brother spends most of his working day on the road so makes use of the message bank service. A typical month’s use would be 50 local calls, 120 long distance calls, 135 mobile calls, 200 text messages and 150 message bank uses. Use matrix methods to find which company offers him the best deal? Cost = C x B 50 120 272 .80 274 .65 = C x 135 265 .10 200 271 .95 150 Routine questions (1and 2-step) that require selection and use of mathematical algorithms to find solutions. Together Questions 1 and 2 give a first impression of knowledge of content. Company Y charging $265.10 is also cheapest for his brother. (2 marks) Page 4 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 3. Scott has the job of keeping the frozen pizza stocked in the freezer at the local supermarket. The store keeps three brands of pizza, Apizza, Best and Choice in three different sizes Family, Regular and Small. At the beginning of the day Scott knew that he had 11 Family, 9 Regular and 6 Small pizzas of the Apizza brand, 8 Family, 12 Regular and 11 Small pizzas of the Best brand and 14 Family, 10 Regular and 15 Small pizzas of the Choice brand. (a) Represent this information as matrix B . F R Moving from information being provided in an unstructured format to a structured format (e.g. matrix form) is considered a complex process. S B = A 11 9 6 B 8 12 11 C 14 10 15 (2 marks) Matrix E shows the stock at the end of the day. F R A 6 8 S 5 E= 4 6 5 B C 7 4 9 (b) Calculate N B E and explain what information N contains. F N=B–E= R S A 5 1 1 4 6 6 B 7 6 6 C Matrix N shows how many of each brand and size pizzas are sold on the day. (2 marks) (c) The pizzas are priced so that all brands make the same profit for each of the three pizzas. The Family pizza gives a profit of $2.35, the Regulars earn $1.70 and the Small pizzas give a profit of $1.05. Write the information as a column matrix and use it to help find the total profits made on the pizza for the day. 2.35 P 1.70 1.05 Total profit = 1 1 1 N P 5 1 1 2.35 1 1 1 4 6 6 1.70 73.35 7 6 6 1.05 total profit = $73.35. (3 marks) (d) Show how you can use the matrices above to determine: (i) what size pizza seems to be the most popular Adding up the columns of matrix N there were 16 Family, 13 Regular and 13 Small pizzas sold Family pizza is most popular. (ii) what brand has the largest market share on the day. Adding up the rows of matrix N Choice brand has the largest market share with 19 pizzas sold. (2 marks) Page 5 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 4. The diagram represents the lines of communication between 5 sections in a manufacturing facility. (a) Draw up a connectivity matrix R to describe the network below. 0 0 R= 0 0 01 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 B A E C D (2 marks) (b) Calculate 0 0 R 2 1 1 0 2 R and explain what information it contains. 0 1 1 2 1 2 0 1 0 1 0 0 0 0 1 1 1 0 1 0 R 2 contains the number of 2-stage communication lines between the sections, i.e. communication between two sections via another, e.g. A talks to B then talks to C. (2 marks) (c) What is the minimum number of stages it takes for B to communicate with A? Explain. BC E A 3 stages are needed for B to communicate with A. (1 mark) (d) Calculate the matrix Q R R 2 R 3 . 1 1 Q 1 2 1 Page 6 of 10 4 2 4 4 3 2 2 2 3 3 1 0 1 1 1 3 1 2 2 2 Provides an opportunity to interpret mathematical results in the context of the question. There are similar opportunities in each question that provide evidence of application of knowledge and skills to answer questions in applied contexts. Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 (i) What is the meaning of Q4, 2 4 ? Q4,2 4 means that there are 4 ways that D can communicate with B in three or less stages. (ii) One division still does not communicate with another in either 1, 2 or 3 stage connections. Which is it? B to D as Q2, 4 0 (3 marks) (e) What single step alteration or addition do you think would improve the system? Why? (Answers will vary). Give B direct communication with D. This means that all sections can communicate with each other in 3 or less stages. (2 marks) (f) Explain the limitations of using the matrix model in this situation. The matrix model indicates how many but not what the communication links are between the sections so some communication links between sections pass back and forth, e.g. Q2,2 2 as B C E B and B C B. Need to be careful if you also considered 4 stage links, e.g. B C B C would describe a link from B to C but it has already been counted as a 2 stage link. Our matrix model doesn’t give the number of unique links. The model assumes that direct and indirect links are equally important as no higher weighting has been given to direct links. Part f) is one of several opportunities to discuss the limitations of the interpreted results. Each response must relate to the context of the question. (2 marks) Page 7 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 5. An enterprising farmer decides to set up a small factory to supply the local vineyards with her innovative machines for use in grape production. She makes a small cultivator for ploughing between rows of vines, a mower for keeping down the grass and a spray unit for spraying the vines for downy mildew. She developed the following matrix M, which shows the number of units of different materials needed to make each design. M = Cultivator Mower Sprayer Steel Paint Wheels Labour 7 5 4 2 4 3 3 3 2 15 18 14 She also made a cost matrix C of the unit cost in dollars. 38 9 C 85 42 Her initial orders look very promising. These original orders are shown in the matrix O. O 11 19 23 Use matrix methods to find: (a) The quantities needed to fill the initial orders. 7 2 4 15 Q O M 11 19 23 5 3 3 18 264 148 147 829 4 3 2 14 (2 marks) (b) The cost of each machine. Each machine cost: 38 7 2 4 15 1254 9 E M C 5 3 3 18 1228 85 4 3 2 14 937 42 Question 5 provides an opportunity to demonstrate highly effective and accurate application of matrix knowledge and skills to find solutions to questions set in applied contexts. Parts a) and b) do not provide the formulae and therefore require use of mathematical algorithms and techniques (implemented electronically) to find solutions to complex questions. Cost of production of: cultivator $1254, mower $1228, sprayer $937. (2 marks) Page 8 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 (c) The total cost of materials needed to fill the initial orders. Total Cost, T=OxE 1254 11 19 23 1228 58677 937 Total Cost = $58677 (2 marks) (d) The retail price of each machine if she aims for a 60% profit on each item. Price P = 1.6 x E 1254 2006 .40 1.6 1228 1964 .80 937 1499 .20 Retail prices: cultivator, $2006.40; mower $1964.80; sprayer $1499.20. (2 marks) (e) Calculate the total income from the initial orders. Total Income, I = O x P 2006 .40 11 19 23 1964 .80 93883 .20 1499 .20 Total Income = $93883.20 (2 marks) (f) Use your answers to calculate the total profit made on the initial orders. Total Profit = Total Income – Total Cost =I–T = 93883.20 – 58677 Total Profit = $35206.20 (2 marks) (g) How reasonable is your answer. Discuss the limitations of using matrix models. Reasonableness: Model doesn’t take into account all costs, e.g. overhead costs, transport, wastage, so that the actual profit may be different. It is a useful/efficient method when all the machines have the same raw materials. It lets us organise the data efficiently but care needs to be taken to multiply matrices in the correct order to get meaningful results. In some parts of the question it would have been just as easy to calculate results without the use of matrix methods. (2 marks) Page 9 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010 6 Four children are observed in a play situation and an impression of any dominance relations is made. This has been represented on the network diagram. (a) Represent this information in the form of a matrix D. 0 1 D 1 1 A 1 0 1 0 1 1 0 0 1 0 0 0 B D C (2 marks) (b) Calculate D 2 . 2 2 D2 1 0 0 1 1 1 0 2 1 0 1 1 0 1 (2 marks) 2 (c) Describe what is meant by D2, 4 and verify it from the diagram. D22, 4 2 indicates that B has 2 second order dominances over D as B A D and BC D (2 marks) 2 (d) Use the model S D 12 D to decide the ranking of leadership among the children. 1 2 S 1 1 2 1 1 1 2 1 2 1 2 1 2 1 12 1 2 0 1 12 0 12 4 5 1 V 12 3 2 2 Ranking from most dominant to least dominant is B, A, C, D. (3 marks) (e) Why is 1 2 1 2 D 2 used in the supremacy matrix S. D 2 is used to show that first order dominance is twice as significant as second order Parts a), b) and d) provide the mathematical results that are used to inform the development of logical arguments about dominance relationships through highly effective communication of mathematical ideas and reasoning. dominance when ranking for leadership. (1 mark) (f) Briefly discuss any limitations of this mathematical model. The model uses an impression of dominance which may not actually exist in reality. Second stage dominance includes being given power over itself from A B A and A C A . If another child entered the group the group dynamics may change. Also group dynamics likely to change with classroom environment. (2 marks) Page 10 of 10 Stage 2 Mathematical Applications task for use in 2011 533565202 (revised January 2013) © SACE Board of South Australia 2010