Approaching Mathematical Problems Systematically Description of this Guide In this guide we will examine a systematic approach to problem solving. It won’t give you a foolproof method for solving every problem you meet, you will still have to think for yourself, but it will give you a framework to help you solve problems. If you get in the habit of applying the framework to problem solving, you will find you have increasing success in tackling problems and finding solutions. Learning outcomes 1. Understand and analyse the problem 2. Define the solution 3. Choose strategies for solution 4. Check your results 5. Find your own errors 6. Get effective help Contents 1.0 Introduction 1.1 Types of problems 1.2 Active vs. passive study 1.3 Before you start on the worksheet 1.4 The problem solving process 1.5 Thinking and doing 1.6 Model answers - Who is the solution for? 2.0 Understanding the problem using a problem analysis chart 2.1 What are you trying to achieve? 2.1.1 Cracking the code 2.2 What are you given? 2.2.1 What else do you know? 2.3 Processing Required 2.4 Methods for a Solution 3.0 Strategies for solution 3.1 Some profitable strategies 3.1.1 Breaking the problem into parts 3.1.2 Making a picture 3.1.3 Working backwards 3.1.4 Solving a simpler, related problem 3.1.5 Getting a feel for the extremes 4.0 Carrying out your strategy 4.1 Knowing whether your solution is working 4.2 Spotting errors as you work 4.2.1 Common errors 4.3 Getting useful help 4.4 Checking your work 4.5 Putting the numbers in 4.6 Annotating your solution 5.0 Key Points _____________________________________________________________________ The material in this guide is copyright © 2004 the University of Southampton. Permission is given for it to be copied for use within the University of Southampton. All other rights are reserved. Approaching mathematical problems systematically Skills Approaching Mathematical Problems Systematically 1.0 Introduction to Solving Maths-Based Problems In most subjects which involve a lot of maths, you will be asked to solve problems both as part of your course work and in exams. If you want to improve your marks, you need to take a systematic approach to solving problems. Think about what happens when you try to solve the problems you are given, as examples and on worksheets. Do any of these apply to you? Yes or No Comments 1. I look at the problem and I just don’t know how to tackle it. You may need to do some more work understanding the topic before you start to solve the problems. Sections 1.1 to 1.5 will help you to study your topic effectively. If you have grasped the topic then you may need to do more work to understand the problem itself. Section 2 will help you with this. 2. I know how to do the problems, but I make errors in algebra and/or arithmetic as I work, so I never get the right answer You can lose marks through poor accuracy in these areas. You need to work on this just as much as you work on new topics. Section 4.4 will give you some useful advice. 3. I know what I am trying to find but I don’t know how to go about it. You need to develop some tools to help you find solution strategies. There are some standard approaches that are often worth trying when you can’t see a way forward. Have a look at Section 3. 4. I don’t know how to tell if I have the right answer or not. Sections 4.5 and 4.6 may be particularly useful to you. 5. I can do the problem when I get the sheet but when I come to revise I have forgotten what I did. You may like to look at Sections 4.5 and 4.6 Spending hours staring at the same problem and not getting anywhere or doing all the problems on a worksheet but getting them all wrong are not efficient ways for you to learn. Improving your techniques and strategies for studying maths-based topics and solving problems will help you to gain better marks and to learn more effectively and efficiently. It may help to understand the different types of problems and identify those you prefer or have difficulty with. 2 1.1 Types of Problems Type of Problem 1 Problems testing memorisation. There are some things that it is useful to remember. An example might be your multiplication tables. Problems to test your memory might consist of a list of multiplications to do without using a calculator. These kinds of problems help you to remember facts that can be useful when you are solving more complex problems. E.g.: Find all the factors of 56 is easier to do if you can remember what 7x8= This problem type is Difficult / OK What to do The best way to memorise things is by repetition. Try always to find factors, add numbers, work out products etc. in your head before you reach for a calculator. You can use the calculator to confirm your answer. Getting the facts at your fingertips often involves a lot of repetition, but it is worth it. 2 Problems testing skills. There are some basic skills that you need in all kinds of maths problems such as rearranging formulae or adding fractions. These kinds of problems help you to practise skills so that you can use them in more complicated problems as and when you need them. As for problems of type 1, they can involve doing the same thing over and over until it is almost second nature. 3 Problems requiring application of skills to familiar situations. Books designed for GCSE may be a help with the basic skills or have a look at www.mathcentre.ac.uk Sections 2 to 4 of this guide will help you to tackle this kind of problem. In these problems you know the skills, and facts you need and you understand from your studies what the particular situation involves in terms of theory. You have to bring the facts, skills and theoretical understanding together in the right way if you are to solve the problem. 4 Problems requiring application of skills to unfamiliar situations. Sections 2 to 4 of this guide will help you to tackle this kind of problem. You know the necessary facts. You have the necessary skills, but you haven’t met the situation before. You need to learn about the situation before you can proceed and then, once you have the new theory, you need to develop a strategy to solve the problem using what you know. 3 Approaching mathematical problems systematically 5 Problems requiring you to extend the facts, skills or theory you know before applying them to an unfamiliar situation. Skills Sections 2 to 4 of this guide will help you to tackle this kind of problem. Here you may know some of what you need, but your first task is to identify what you don’t know. Then you need to acquire new skills, facts or theory to help you. Finally you need to apply it all to a new situation. In early courses, you solved problems of types 1, 2 and 3. Now you will be expected to tackle more problems of types 3 and 4, and (eventually) of type 5. Each problem of types 4 or 5 usually requires you to use a multi-step approach, and may involve several different maths skills and techniques. If you have difficulties with the skills needed for problems of types 1 and 2 you should consider doing some refresher work to get some practice. You can expect to develop your ability with problems of types 3, 4, and 5 during your degree programme. 1.2 Active vs. Passive Study To be successful in studying maths-based subjects, you need to be actively involved in managing your learning process and your study time. Do you…. Yes/No Comments Recognise what you do and don't know, and know how to get help with what you don't understand? You need to define your own needs and to make sure you know how to get the support you need. See ‘Being an Independent Learning’ guide. Attend all your lectures every day? In maths based subjects, each section builds on your previous knowledge. It is important to keep up steady progress with your work. Participate actively in the class? Get ahead by reading printed notes or textbooks before lectures; try to work through some of the problems before they are covered in class. Try to anticipate what the lecturer's next step will be in each worked example. Ask questions in the class? There are usually other students wanting to know the answers to the same questions you have. If the printed notes aren't clear about a complete method, write additional comments on them during the lecture. Go to tutorials and ask questions? You will be actively helping yourself by sorting out problems as they arise, not leaving them until later in the course. Study regularly sorting out problems as they arise? This makes it much easier to prepare for exams at the end of the semester. Attempt all the problems on the worksheets? Math-based subjects are learned by doing problems. The problems help you learn the formulas and techniques you need to know, as well as improving your problem-solving prowess . In maths-based subjects, practice in using new methods, theories and techniques is the only way to really grasp them. The more the better. Find extra examples in textbooks from the library? 4 1.3 Before you start on the worksheet During your private study time, read through the printed notes and your own notes from the lecture. Work through the worked examples in the notes. Don’t just read them – try to do the examples yourself using the notes as a guide. Can you see how and why each step is taken? If you have problems following the examples, are they to do with the new material or missing background knowledge (e.g. basic algebra or arithmetic skills)? Have a look at the table in Section 1.1 to see if you can decide where the difficulty arises and what type of problem it is. Can you find a textbook or a friend to help you with your difficulties? Make a list of the questions you need to ask at tutorials. Try to be specific about what you don't understand. Mark the step where you got stuck. Attend the tutorial and ask the questions. Once you feel you have understood the topic you are ready to start on the worksheet. 1.4 The Problem Solving Process What are you being asked to find? What technique will you use to try to solve the problem? Do you understand all the words in the problem? Carry out the solution using your chosen technique What information and/or relationships are you given in the problem? Will you need other facts or relationships that are not explicitly given in the problem? (expert knowledge) Are you sure you know what you are looking for? Did you assume anything that was not given? Were your assumptions correct? Can you think of another technique to try? Is it working? Are you making progress towards a solution? Are you being accurate? Can you check your answer? No Success? Thinking Doing Yes Hooray! The problem solving process can be divided into 2 parts: thinking and doing. Within each part you can systematically carry out a number of different tasks for each problem you try to solve. We will look at the thinking tasks in more depth in sections 2.0 and 3.0. We will look at the doing tasks in more detail in section 4.0. 5 Approaching mathematical problems systematically Skills 1.5 Thinking and Doing In problem solving: 1. Understand the problem, work out what information you have been given in the problem statement and what other information you will need. 2. Devise a strategy for solving the problem. This is the thinking part of the process. 3. Carry out the strategy for solving the problem 4. Write down the steps for the solution 5. Check your answer This is the doing part of the process. 1.6 Model answers - Who is the solution for? A model answer can’t teach you to develop the skill of problem solving. You can only learn this by practice through solving lots of problems. In fact, if you look at a model answer too soon you will avoid doing the thinking for yourself. This doesn’t help you to learn how to tackle these stages of the process. If model answers or worked examples are available then they can be useful for the third and fourth parts of the problem solving process; the doing parts. You can always use them to check whether any final numerical answer you have obtained is correct. If they use the same methods and techniques that you have chosen, you can use them to check your method as well, but remember, there is usually more than one way to do a problem. If you have used another method then the model answer won’t help you know if it is valid or not. You are given worksheets or sets of problems from textbooks so you can develop your problem solving skills and apply the new techniques you are learning during your course. If you are asked to submit the answers for marking, then the aim is probably to give you feedback on your progress. So, the solution IS FOR YOU. You may find that you can do a problem when the topic is new, but when you go back a few weeks later, you can’t make sense of it. You are the person who has to prepare for the assessment from the notes, so take time to write down full solutions with explanations of what you were doing. It may take a little more time initially, but it can save you hours of effort in the long run. You can also help yourself by making extra notes next to your solution. Was it hard or easy? Why? Did you have to look anything up or get help? With which bit? What did you find out? Can you identify any particular tricky bits? Did they relate to new material or gaps in your basic skills (e.g. arithmetic or algebraic manipulation)? How is it different to the previous example? Or to the next example? 6 Remember! The aim is for you to learn, so write notes that will help you to recall what you did. You can find more ideas about annotating solutions in Section 4.6. 2.0 Understanding the problem using a problem analysis chart The first step is to make sure you really understand your problem. This is the first part of the thinking stage. It may help to use a Problem Analysis Chart – at least to begin with. Required result(s) Write here what you are trying to achieve (section 2.1) Given Data Write here a list of data you are given (section 2.2) Processing required Write here any formulae you will need (section 2.3) Alternative solutions Write here the different methods you think might work to solve the problem (section 2.4) 2.1 What are you trying to achieve? If you are looking for something, you will never find it if you don’t know what it is! The first step in any problem is to define what you are trying to find. In some problems you will find a sentence that makes this clear. In other problems it is harder to work out what is needed, and in some very complicated problems, working out what will count as a valid solution is a whole problem in itself. You need to: First, make sure you know what all the words in the problem mean. If you find one you don’t understand then look it up in a dictionary. Is it an everyday word or a specialist or technical word? Next, identify the required result. You might like to underline it or write it in your own words in the top left of a problem analysis chart. Different identification methods may better suit different problems. You must keep your goal in mind as you work through the problem. Example : Identifying what you are trying to achieve Two pickup trucks collected bags of rubbish. One collected 56 bags of rubbish and the other collected 47 bags of rubbish. How many bags of rubbish were collected altogether? 7 Approaching mathematical problems systematically Skills Required result(s) Given Data Total number of rubbish bags Processing required Alternative solutions What about the next two problems? Simply identify what you are trying to achieve: 1. If Tom has three times as many apples as Susan and Susan has a quarter as many as Joe, who has four, how many does Mary have if Mary has two more than Tom? Required result(s) Given Data Processing required Alternative solutions 2. Solve: 2x + 3y = 1 x – 4y = 17 Required result(s) Given Data Processing required Alternative solutions If you can’t get started on a problem, the most likely reason is that you haven’t properly identified what you are looking for. 8 2.1.1 CRACKING THE CODE In maths and science there are lot of specialist words. There are also words that look like every day words, but which have a special meaning in the context of maths. Some words that can be used to identify the thing you are trying to find are… Common Meaning Find… Work out an algebraic or numerical expression Evaluate… Find a numerical value from a formula Solve… Find numerical values for any unknown variables Find a value for… As for evaluate Prove… By logical reasoning show that something is true Derive… Show how a particular formula or rule is obtained from other rules or laws Show that… As for prove Simplify… Use algebraic manipulation to make an expression less complicated Express in terms of… Put an expression in terms of a specified parameter or symbol Express in the form… Put an expression in a particular form Expand… Make an expression more complicated by e.g. using a series or multiplying out brackets Rearrange… Change to give an expression or equation a different form Transpose… Change the subject of an equation An example from your own subject 9 Approaching mathematical problems systematically Skills 2.2 What are you given ? The next step in solving a problem is to work out what information you have been given in the problem statement. You can make a list or write it in the top right-hand box of a problem analysis chart. You need to be very clear about what you do and don’t know. It is very easy to make assumptions without really knowing you have made them. It may help to get in the habit of writing down what you are given in your own words. Let’s have another look at our problems from section 2.1. Example : identifying what you have been given Two pickup trucks collected bags of rubbish. One collected 56 bags of rubbish and the other collected 47 bags of rubbish. How many bags of rubbish were collected altogether? Required result(s) Given Data Total number of rubbish bags Truck 1 = 56 bags Truck 2 = 47 bags Processing required Alternative solutions What about the next two problems? Identify what you have been given. 1. If Tom has three times as many apples as Susan and Susan has a quarter as many as Joe, who has four, how many does Mary have if Mary has two more than Tom? Required result(s) Given Data The number of apples that Mary has. Processing required Alternative solutions 10 2. Solve: 2x + 3y = 1 x – 4y = 17 Required result(s) Given Data A numerical value for x and a numerical value for y Processing required Alternative solutions 2.2.1 WHAT ELSE DO YOU KNOW ? The information you are given is often not the only information you need to solve the problem. Frequently you are assumed to know something else as well. The extra knowledge may be common sense or well known information or it may be specialist knowledge you have obtained from studying your course. This is your own expert knowledge. Given information Needed for problem Expert knowledge Your problem Everything you know Needed for problem Does the question give you everything you need or not? 11 Approaching mathematical problems systematically Skills Example : Identifying the knowledge needed Problem Expert knowledge needed A round wheel with a radius of 37 cm rolls at a constant speed of 3 revolutions per second. How far does the axle of the wheel move in 8 seconds? The writer of this problem is assuming you know what is meant by round, wheel, rolls, radius, revolutions per second and axle. In the example above, round and wheel are everyday words while radius, ‘revolutions per second’ and axle are more technical. You need to know what all these mean before you can solve the problem. This is your expert knowledge that you bring to the problem. What assumptions is the problem setter making about what you know in these next two problems? Problem Expert knowledge needed 1. Mary looked out of her farmhouse window and saw a group of pigeons and donkeys passing by. She counted all the legs of the pigeons and donkeys and found that the total number of legs added up to 66. How many of each kind of animal (pigeons and donkeys) passed by her window if the total number of animals is 24? 2. A car travels at 60 mph. How far does it travel in 30 minutes? Once you have decided on your expert knowledge you can put this and any other relevant formulae or facts you think you will need into the ‘processing required’ part of your Problem Analysis Chart (section 2.0). 2.3 Processing required Back to the problems in 2.1. Example : Processing required Two pickup trucks collected bags of rubbish. One collected 56 bags of rubbish and the other collected 47 bags of rubbish. How many bags of rubbish were collected altogether? 12 Required result(s) Given Data Total number of rubbish bags Truck 1 = 56 bags Truck 2 = 47 bags Processing required Alternative solutions No. for T1 + No. for T2 What about the next two problems? Identify the processes required to solve them. 1. If Tom has three times as many apples as Susan and Susan has a quarter as many as Joe, who has four, how many does Mary have if Mary has two more than Tom? Required result(s) The number of apples that Mary has. Processing required Given Data No. No. No. No. apples apples apples apples that Tom has compared to Susan. Susan has compared to Joe. Joe has. Mary has compared to Tom Alternative solutions 2. Solve: 2x + 3y = 1 x – 4y = 17 Required result(s) A numerical value for x and a numerical value for y Processing required Given Data 2 relationships between x and y Alternative solutions 13 Approaching mathematical problems systematically Skills 2.4 Methods for a Solution Finally you need to put the solution methods you might try into the last box of the chart. These could be standard methods for particular types of problem or they might be one of the methods outlined in the next section. Example: identifying other solutions Two pickup trucks collected bags of rubbish. One collected 56 bags of rubbish and the other collected 47 bags of rubbish. How many bags of rubbish were collected altogether? Required result(s) Given Data Total number of rubbish bags Truck 1 = 56 bags Truck 2 = 47 bags Processing required Alternative solutions No. for T1 + No. for T2 Addition Some suggestions are given for the two problems below – can you think of any other possibilities? 1. If Tom has three times as many apples as Susan and Susan has a quarter as many as Joe, who has four, how many does Mary have if Mary has two more than Tom? Required result(s) The number of apples that Mary has. Processing required T = 3S 4S = J J =4 M=T+2 Given Data No apples that Tom has compared to Susan. No. apples Susan has compared to Joe. No. apples Joe has. No. apples Mary has compared to Tom Alternative solutions Substitution Elimination Working backwards 14 2. Solve: 2x + 3y = 1 x – 4y = 17 Required result(s) A numerical value for x and a numerical value for y Processing required rearranging substituting for x or for y Given Data 2 relationships between x and y Alternative solutions Substitution Elimination Cramer’s Rule You need to consider every area of the Problem Analysis Chart before you can hope to solve your problem. For some problems, some of the sections will have very little information while others will be much fuller. This doesn’t matter, it just depends on the type of problem you are dealing with. So from this section you know you have to: familiarise yourself with the problem make sure you know what you are looking for identify what you are given identify what else you might need to know When you have done that you are ready to try some strategies to solve your problems. Section 3 discusses a number of different methods. 3.0 Strategies for solution Once you have a firm grasp of the problem it’s time to start solving it. You may be able to think of one way to try to solve it, or you may be able to think of several ways. It depends on how experienced you are with the subject matter and also on the problem itself. You need to be very systematic now. The process you need is shown below: 15 Approaching mathematical problems systematically Skills DEVISE Select your solution strategy CARRY OUT Start using it to solve the problem REFLECT Is it going OK? CARRY OUT Finish it off REFLECT How did it go? Was it a good method? YES YES No STOP No Go back and try another method Remember, you have only failed to solve the problem when you have run out of strategies to try! In the rest of Section 3 we will look at some general strategies that are often worth trying. In Section 4 we will look at carrying out your strategy and reflecting on its success. 3.1 Some profitable strategies Pólya was a mathematician, born in Budapest in 1887, who noticed that his students often had trouble solving problems even though they knew a lot of mathematics. To help them he tried to write a recipe for problem solving 1. In the end he found that, while there were no hard and fast rules, there were a number of strategies that all worked well at least some of the time. He couldn’t find a rule to tell you which strategy to use in any particular case, but he said that all the methods listed below (and some others) were worth considering. You just pick the one that looks most promising for your particular problem. The example problems are all quite simple, so that you don’t need specialist knowledge in any particular subject to solve them, but the methods adapt well to more complicated problems once you are used to using them. 3.1.1 BREAKING THE PROBLEM INTO PARTS Many problems are easier to solve if you break them down into smaller parts, solve each part separately and then build a final answer from the solutions to the smaller parts. The picture below shows a complicated machine with many parts. The problem is how does this work ? If the input is a rotation of the red cog wheel, you might ask, “What is the final output?”. Taking the machine as a whole this is not easy to answer, but if you break the functions down into smaller parts and remember that the output of one section is the input to the next, then perhaps you can make some progress. 1 G Pólya, How to solve it, 2nd edition, Penguin Books, 1990, ISBN: 0140124993. 16 Red Cog Wheel Mousetrap® Game by Milton Bradley For instance, taking just the first section: Player turns crank (A) which rotates gears (B) causing lever (C) to move and push stop sign against shoe (D). So for the first section the input is the turning of the crank and the output is the movement of the shoe. For the second section: Shoe tips bucket holding metal ball (E) Ball rolls down rickety stairs (F) and into drainpipe (G) which leads it to hit helping hand rod (H). 17 Approaching mathematical problems systematically Skills The shoe is the input and the ball hitting the helping hand rod is the output. For the third section: Metal ball hitting helping hand rod (H) causes bowling ball (I) to fall from top of helping hand rod through thing-a-ma-jig (J) and bathtub (K), to land on diving board (L). The metal ball hitting the helping hand rod is the input and the bowling ball landing on the diving board is the output. Finally: Weight of bowling ball catapults diver (M) through the air and right into wash tub (N), causing cage (O) to fall from top of post (P) and trap unsuspecting mouse. The input is the falling bowling ball and the output is the trapped mouse. Now we can work back stage by stage until we find that….the initial input is rotating the handle and the final output is the trapped mouse 18 The same idea of breaking problems down into manageable steps works for a variety of different, more complex problems. Example You wish to build a dam across a river. What design will you use for your dam? The solution to this problem is made up from the solutions to a whole set of related problems. First, consider some quite broad questions like those shown in the table below. Can you think of some more that might apply? Broad initial questions What is the budget? What is the dam for? It might be to control flooding, to generate hydro-electric power or it may have more than one purpose. What is the timescale for construction? You might have thought of the environmental impact, the geology and the topology of the area, communications with the build site, availability of materials, annual rainfall etc. These then lead to more specific questions like those below. You can’t answer these until you have answered at least some of the first set of questions Can you think of more of these questions? More specific questions Where will you put the dam? What shape should it be? What dimensions should it have? 19 Approaching mathematical problems systematically Skills You may have added questions about materials to use, number of workers required, equipment needed etc. Breaking the problem down into parts makes it more manageable. Often you can solve the easier parts first and worry about the harder questions later. This helps you to build your confidence about the problem. 3.1.2 MAKING A PICTURE For almost all practical problems, and many more abstract ones, a drawing, diagram or graph is useful. It helps you to summarise the problem and your assumptions about it in a systematic way. Diagrams, graphs and drawings for problem solving don’t need to be a beautiful work of art, but they do need to be informative to you, the user. Example : visualising your problem 40 students when out for the night. 14 fell in the river, 13 got over excited, 16 got lost on the way. Three of the over excited people fell in the river. Five of them fell in the river and got lost. Eight got over excited and also were lost. Two experienced all 3 mishaps. How many students escaped with none of these mishaps? Try using the diagram below to help you with this problem. Fell in the river Got lost on the way Got over excited Don’t forget the overlapping parts can be used to deal with people where more than one mishap occurs to a person. Did you find that 11 people escaped with no mishap? 20 Try the following: Doug and Anne both work part-time at the corner shop. The shop is open seven days a week? Doug works one day and then has 2 days off before he works again. Anne works one day and then has 3 days off before she works again. Doug & Anne both worked on Wednesday, 1st of August. On which other days in August did they both work at the same time? Diagram Did you draw a calendar? You should have found that they worked together on 13th and 25th August. You can draw any diagram that helps you to understand the problem you are considering. It may be a sketch of equipment, a map, a graph or bar chart, a pie chart, a calendar, a Venn diagram, a picture, a spider diagram, a mind map or something else…. 3.1.3 WORKING BACKWARDS If you know what you are trying to find, it’s sometimes easier to start from the answer and work backwards. Example : working backwards If Tom has three times as many apples as Susan and Susan has a quarter as many as Joe, who has four, how many does Mary have if Mary has two more than Tom? Let T, S, J and M be the number of apples that Tom, Susan, Joe and Mary each have. Start with the answer you need. 21 Approaching mathematical problems systematically M=? Skills (1a) Now ask yourself – what do you know about M? M=T+2 (1b) So far so good – you could solve it if you knew what T was. What do you know about T? T = 3S (2) So M = 3S + 2 (1c) Even better! If you knew what S was you’d have your answer. What do you know about S? S = J/4 (3) So M = 3(J/4)+2 (1d) Finally… J=4 (4) So M = 3(4/4)+2 (1e) M=5 Mary has 5 apples. Working back from the answer gives a structure to the problem and the relationship between its different statements which is not apparent from the problem statement. Each of the equations labeled (1x) is the same equation with a bit more information in it. You can solve the next problem by setting up a set of simultaneous equations and solving them. Alternatively you can try working backwards from the required answer. Try both. The next problem can also be solved forwards or backwards. The answer is at the bottom of the page. Anne, Bob and Cath play a certain game. The player who loses each round must double the money of the other players. In Round 1 Anne loses and gives Bob and Cath as much money again as each of them has already. In Round 2 Bob loses and gives Anne and Cath as much money again as each of them already has. Cath loses in Round 3 and gives Anne and Bob as much money as they each have. They decide to stop at this point and discover they each have £24. How much money did they each start the game with? To work forwards let Anne, Bob and Cath have £x, £y and £z respectively at the start of the game. Now work forwards constructing an equation for each step of the game. Finally solve your equations to find values for x, y, and z. To work backwards, fill in the blank spaces. in the table below. Solution How much money did each have after round 3? Anne Bob Cath 24 24 24 12 48 How much money did each of them have at the end of round 2? How much money did each of them have at the end 6 22 of round 1? How much money did each of them have at the start of the game? 12 Try this similar problem for yourself. Mark breeds hamsters as a hobby. In March the number of hamsters increases by 10%. At the beginning of April he buys 6 new hamsters and at the end of April he sells one quarter of all the hamsters he has. May is a good time for breeding and 35 new hamsters are born during the month. At the end of May, Mark sells half of all the animals he has. So far in June, 9 hamsters have been born and Mark now has 70 Hamsters. How many did he start with on March 1st? For the game questions the starting amounts were Anne 39, Bob 21 and Cath 12. Mark started with 100 Hamsters. 3.1.4 SOLVING A SIMPLER, RELATED PROBLEM Sometimes we are faced with a problem that looks too complicated to solve straight away. We can often make some progress by working out what makes it hard by solving similar, but simpler problems until we can see a pattern emerging. Find the value of 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 4 36 38 3 6 9 12 15 18 21 24 27 30 33 36 39 42 45 48 51 54 57 Why do you think this problem looks hard? You probably think it looks hard because there are a lot of numbers on the top and bottom of the fraction. It would be easy to make a mistake when you added them all up. The most obvious way to simplify it is to reduce the size of the problem. What do you get if you calculate: 2 ? 3 24 ? 36 246 ? 369 Have you spotted a pattern yet? Do you need to try some more to convince yourself? 23 Approaching mathematical problems systematically Skills Did you guess the solution of the first problem to be 2 3 ? Try this technique on the next two problems The factors of 360 add up to 1170. What is the sum of the reciprocals of the factors? You are trying to find a value for 1 1 1 1 1 1 1 ...... 1 2 3 4 120 180 360 Why is the problem hard? How can you change the problem to make it easier? What about trying the same thing with the factors of 12 or of 15 and looking for a pattern? Choosing a related problem that gives you insight into the original problem is something you can only learn with practice. However, whenever you can use this method it is likely to save you a substantial amount of time and also gives you a great feeling of satisfaction. For the sum of the reciprocals of the factors the answer is 1170/360. 3.1.5 GETTING A FEEL FOR THE EXTREMES Often, when you can’t see the answer to a problem straight away it helps to try to estimate the biggest and/or the smallest values the answer could have. Example: getting a feel for the answer In a drawer there are 8 blue socks, 6 green socks and 12 black socks. What is the smallest number of socks that must be taken from the draw without looking at them to be certain of having 2 black socks? In this case you could consider the worst case scenario. You might not pick a black sock before you had picked all the blue and green socks. That would take a minimum of 14 picks. To then get 2 black socks you would need a further 2 picks. In this case then, to be certain to get 2 black socks you must pick out a minimum of 16 socks. Of course you might be lucky and get two black socks straight away, but it isn’t absolutely assured unless you go for all 16 selections. Jo took 5 maths tests this semester. Each test was marked out of 100. Jo’s average was 90 over the 5 tests. What was the lowest possible score that Jo could have earned on any one test? To solve this, first work out the Jo’s total score and then think about the maximum score for each test. 24 You should be able to reason that the lowest possible test score Jo could have got was 50. A car is driving along a road at a constant speed of 55 mph. The driver notices a second car exactly half a mile behind. The second car passes the first, exactly 1 minute later. How fast was the second car travelling assuming its speed was constant? In the problem, the first car has a speed of 55 mph, but what would happen if it was travelling extremely slowly? Can you generalise from this special case? You should be able to show that the second car must have been travelling at 85 mph. 4.0 Carrying out your strategy At this stage of your solution you should have worked out what you are trying to find, what you have been told, what else might be useful and you should have one or more ideas about how you could proceed. You are ready to try out a solution. If you are lucky, the first method you try will work out. If not, you need to know when to stop trying one way and to try another. Is it the wrong method or have you made a mistake along the way? You need to develop the skills to spot mistakes in your method. In the end, if none of your methods work, you need to know how to get really useful help that means you might do better with the next problem. Finally you need to record what you did in a way that helps you when you come to look at the work again, perhaps to prepare for an assessment. 4.1 Knowing whether your solution is working You may start out with one or more solution methods in mind. You pick the most likely one and start your solution. How do you know if it is working? At what point should you abandon it and try another way? Unfortunately there is no hard and fast rule about this. Like the ability to think of a variety of methods, knowing if your method is going to work comes with experience. However there are some questions that you may ask yourself that can help: Useful questions to check your progress Comments Are you confident that each step is correct as you take it? See section 4.2 for advice about spotting errors as you work. Can you imagine what the next step will be? And the next? And the one after that? You should be looking forwards after each step. If you are heading in the right direction, things should be becoming clearer. You should be more aware after each step how you are going to proceed to your goal. The looking forward is like playing a strategy game. The best chess players know all the options for many moves ahead; a novice knows some moves for the next step. You can develop this skill with practice. 25 Approaching mathematical problems systematically Have you used all the information you wereSkills given? In text book problems you are usually given no extraneous information, so if you have a use for it all, it’s probably a good sign. In real life problems this may not be true, so use this question with care. 4.2 Spotting errors as you work If you make errors in algebra or arithmetic, you will loose marks even if your overall solution follows a sound method. You may only be penalised a small amount for each error, but the lost marks can add up to a substantial penalty. Good accuracy saves these marks and makes it easier for you to check that your solution works. If you think you know how to solve a problem it’s easy to rush ahead at top speed writing down the answer. Taking a more measured pace will help you to maintain your accuracy. It might seem slower, but if you only have to do the problem once to get it right it will save you time in the long run. Think tortoise not hare! A frequent cause of errors is miscopying from one line to another. Reading each line aloud and saying what you have done can help because you spot changes in numbers more readily. Of course, in an exam you wouldn’t be able to do this, but doing it during private study can train you not to make this kind of error very often. Accurate working is a habit. Checking for errors as you work trains you to spot errors more readily. Can you spot the errors in the calculations below? Try talking to yourself aloud about what is happening at each stage. Does it help you to find the mistakes? Can you spot the errors? 3x+1 = 25 2x = 24 x = 12 Say to yourself… Answer Three x plus one equals 25. Taking the 1 to the other side and subtracting it from 25 leaves 24 on the right so then two x equals 24 and dividing by 2 to leave x on its own tells me that x equals 12. (you should have found 1 error) 24x – 3y -2(x+y) + 5 = 10x + 5y - 4 24x – 3y -2x +2y +5 = 10x + 5y – 4 22x-y = 10x + 5y + 1 12x = 6y + 1 (you should have found 2 errors) 26 3(8x+6) = 10 27x+18 = 10 27x = - 8 x = -8/27 (you should have found 1 error) The more you practise with your own work, the better you’ll get at this. 4.2.1 COMMON ERRORS It is impossible to list every error you might make and why, but if you can avoid the ones in the table you will be doing well. They are all based on common misconceptions or errors that are found in many students’ work. Wrong RIGHT! Comments 3(2x + 1) = 6x + 1 = 6x + 3 The 3 outside the brackets multiplies every term inside the brackets 2x + 1 – (x + 2) =x+3 =x-1 The minus sign operates on every term inside the brackets x 3dx sin (x + y) = sin x + sin y (x + y)2 x y log(x + y) x2 3x c 2 x2 3x c 2 You can’t simplify this without more information = x2 + y2 You can’t simplify this without more information x y You can’t simplify this without more information You can’t simplify this without more information = log x + log y The minus sign operates on every term inside the integral One of the first rules of maths you learn is 3(2x + 1) = 6x + 3. It seems natural to assume it works in cases other than multiplication. Mostly it doesn’t! Try it – let x = 30o and y = 60o. Does sin 90o = sin 30o + sin 60o? As for the case above, squaring doesn’t follow the same rules as multiplication. Try it – let x = 2 and y = 3. Find x + y then square your answer and compare with the answer from squaring x, squaring y and then adding. This is another similar case. Test it out using x=2 and y=3 again. And again. This is especially confusing because log (xy) = log x + log y is true. Make sure you have learnt your log rules really well. 27 Approaching mathematical problems systematically Skills Wrong RIGHT! Comments 1 x y 1 1 x y You can’t simplify this without more information d (uv ) dx = uvdx udx vdx log x log x sin 3x = 3sin x And another of the same type of confusion. Once more – try it with x=2 and y=3. Another case of the same. If it was as simple as the wrong answer – we wouldn’t need the chain rule. This is like the one above. We have lots of rules for integrating products depending on the form of the product, but it is rarely as simple as the wrong case shown here. This is a different type of confusion from above – but it also comes from working mainly with numbers in your early studies. For multiplication 2x3 = 3x2. The order you do things doesn’t matter. However, mostly order matters. You can’t change the order of operations just because you feel like it. Evaluate the expression in both cases with x = 2. Same answer each time? No! – so the two expressions can’t mean the same thing. As above – you can’t just change the order. Convince yourself by considering x = 30o du dv dx dx v du dv u dx dx The right answer here depends on u and v. Maybe you need to substitute or to use the chain rule. You’ll have think further about the form. You can’t simplify this without more information You can’t simplify this without more information 28 Wrong (3 x 7)( 2 x 9) (4 x 1) (3 x 7)( x 2 1) (2 x 9) (4 x 1) ( x 2 1) RIGHT! Comments You can’t simplify this without more information This is a confusion about cancelling. Think about numerical fractions. There we say that 62 13 . The top and bottom have a common factor. We can do the same for 510 25 x 4x 6 3x 1 2 x 5 x 4x sin 2 x sin( x 2 ) sin 1 x 6(3x 1)( 2 x 5) 1 cosec x sin x x(2 x 5) 4 x(3x 1) 6(3x 1)( 2 x 5) (sin x) 2 arcsin x 5(1 2) 25 152 53 Notice that the 5 multiplies every term on the top. In our algebraic example, if we are to cancel, the same must be true. There must be a factor which multiplies every term on the top and the same factor which multiplies every term on the bottom. The rule for equations is: whatever you do to the right-hand side you must also do to the left-hand side. If you multiply the right by (3x+1) you must also multiply the left by (3x+1). That means every term on the left and right gets multiplied by (3x+1). For the first term then, the x is multiplied by (3x+1) and divided by (3x+1): a common factor so you can cancel. Here the notation is meant to distinguish between “take the sine of x and then square the answer” and “take x, square it and find the sine of the answer”. Only the first is correct This notation is used to mean the inverse operation of taking the sine; the arcsine or inverse sine. It does not mean the reciprocal of the sine (known as the cosec) even though in other cases the power -1 does mean “one over”. This is really confusing and inconsistent – so watch out. 29 Approaching mathematical problems systematically 4.3 Getting useful help Skills In maths based subjects, the new material builds on your previous studies, so anything you don't understand now will make future material difficult to understand. Get help as soon as you need it. Don't wait until a test is near. Use the resources you have available Ask questions in class. That way you get help and stay actively involved in the class. Attend the tutorials. Lecturers like to help students who want to help themselves. Ask friends, members of your study group, or anyone else who can help. The classmate who explains something to you learns just as much as you do; he/she must think carefully about how to explain the particular concept or solution in a clear way. So don't be reluctant to ask a classmate. All students need help at some point, so be sure to get the help you need. Don't be afraid to ask questions. Any question is better than no question at all (at least your lecturer/tutor will know you are confused). But a good question will allow your helper to quickly identify exactly what you don't understand. Not very helpful comment: Likely Outcome "I don't understand this section." The best you can expect in reply to such a remark is a brief review of the section, which may miss out the particular thing(s) which you don't understand. Good comment: Likely Outcome I don't understand why f(x + h) doesn't equal f(x) + f(h)." This is a very specific query that will get a very specific response and hopefully clear up your difficulty. Okay question: Likely Outcome How do you do question 17? Someone may tell you how to do it, but then you will learn nothing about the problem solving process. Alternatively they will give a brief hint that may solve you difficulties or may not. Better question: Likely Outcome Can you show me how to get started on question17? Someone can give you a targeted hint and then let you try to finish the problem on your own. Good question: Likely Outcome This is how I tried to do question 17. What went wrong? The focus of attention and explanation is on your thought process and your misconceptions. As soon as you get help with a problem, try to work through another similar problem by yourself. This reinforces your understanding. You control the help you get. Helpers should be coaches. They should encourage you, give you hints as you need them, and very occasionally show you how to do problems. But they should not, nor be expected to, actually do the work you need to do. They are there to help you work out how to learn maths for yourself. 30 You will get more from tutorial sessions if you follow these guidelines: When you go to see your lecturer, your study group or to a tutorial, have a specific list of questions prepared in advance. You should run the session as much as possible. Do not allow yourself to become dependent on a tutor. The tutor cannot take the exams for you. You must take care to be the one in control of tutoring sessions. You must recognize that sometimes you do need some coaching to help you through, and it is up to you to seek out that coaching. 4.4 Checking your work When you have finished a problem you need to try to check if you have made any errors. Check your reasoning Check the algebraic or arithmetic manipulation Often people talk about “going over” their solution. When this means looking back at each line to see if it appears right it is often a very ineffective way to check your work. After all, if you made a mistake the first time, you are quite likely to make it again the next time. Identify an independent way to check you work – you could: substitute your answer back into the first line of the problem, or work backwards from the answer statement to the problem statement, or put it away for an hour or two and then go back and try it again – do you get the same answer? Getting the same answer the second time can increase your confidence in your answer. Getting different answers tells you at least one of them is wrong so it is worth your while to take some time to consider why. Just as it isn’t easy to find a solution method in the first place, it isn’t always easy to see how to check your answer independently, but with practice you can train yourself to be better at devising an appropriate method. You should get in the habit of thinking of a check for every problem you solve and carrying it out. 31 Approaching mathematical problems systematically Skills Problem Answer How can you check it? Was the answer right? (you don’t need to solve the whole problem again!) Solve for x and y: 2x + 3y = 1 x – 4y = 17 x=5, y=-3 Solve for x: x2 – x – 6 = 0 x = 3 or x = -2 Find: (x 2 2 x 3)dx A group of people agree to pay equal shares to rent a cottage for the weekend. Each pays £15. If there had been another four people in the group then the cost per head would only have come to £10. How many people were there in the group? 4.5 x3 x 2 3x C 3 8 people Putting the numbers in In many problems you have a choice whether to work with symbols to begin with and to put numbers in later or whether to work with numbers from the start. Which of the two solutions below might be most useful when you came to revise the topic? 32 A hinged trapdoor of mass 15 kg and length 1 m is to be opened by applying a Force F at 90o to the door surface at the opposite end to the hinge. Calculate the magnitude of the force F. Assume the acceleration due to gravity is 10 ms-2 Using Symbols first: Using numbers first: Let the mass of the door be m, then the weight of the door is mg where g is the acceleration due to gravity and let l be the length of the beam If mass of door is 15 kg, weight of door can be taken as 150 N F hinge l 2 F hinge 0.5m l 2 mg Taking moments about the hinge: 0.5m 150 N Taking moments about the hinge: l mg F l 0 2 mg F 2 150 0.5 F 0 75 F 0 F 75N Then substituting for m and g: F 15 10 75 N 2 Now look at the problem below and compare it with the problem above. You should be able to see the similarities even if you haven’t studied this topic before. A uniform beam of length 2 m is attached to a wall at one end by a hinge. The mass of the beam is 10 kg. The beam is supported at the other end by a rope which is attached to the ceiling vertically above the end of the beam. Find the tension in the rope. Assume the acceleration due to gravity is 10 ms-2 Using Symbols first: Using numbers first: Let the mass of the beam be m, then the weight of the beam is mg. Let g be the acceleration due to gravity and let l be the length of the beam If mass of beam is 10 kg, weight of beam can be taken as 100 N T hinge T hinge 1m l 2 mg l 2 1m 100 N Taking moments about the hinge: Taking moments about the hinge: l mg T l 0 2 mg T 2 100 T 2 0 100 2T 0 T 50N Then substituting for m and g: T 10 10 50 N 2 33 Approaching mathematical problems systematically Skills Continuing to use the symbols until close to the end highlights the similarities between the two problems and allows you to see patterns easily. The more patterns you can spot, the less you need to memorise methods. It is much harder to spot the similarities and patterns when you put the numbers in early in the solution. 4.6 Annotating your solution Solving problems is very satisfying in its own right, but you are studying for a qualification, and eventually you will probably need to complete an assessment. You can help yourself prepare for assessment if you take a little extra time to think about your solutions as you find them and to make notes. Often, you are so excited to find a good method, that it is tempting to scribble down the minimum amount to check your solution will work and then to hurry on to the next problem. When you revise your work, this is often very hard to decipher. Make sure you write down what you are doing at each stage. This doesn’t need to mean a lot of writing. Just a quick note will do. Which solution of this problem will be best to revise from? Solve for x and y 2x + 3y = 1 x – 4y = 17 Solution 1 2x + 3y = 1 x – 4y = 17 x 17 4 y 2(17 4 y ) 3 y 1 34+11y = 1 11y = -33 y = -3 x=5 Solution 2 2x + 3y = 1 x – 4y = 17 (1) (2) Rearranging (2) gives: x 17 4 y (3) Substituting (3) into (1) gives: 2(17 4 y ) 3 y 1 then simplifying and rearranging gives: 34+11y = 1 11y = -33 y = -3 Substituting the value for y back into (3) gives: 34 x=5 So the solution is x = 5 and y = -3 It doesn’t take much extra time to make the notes and in the long run it saves you time trying to puzzle out what you meant when you come back to the problem in the future. Once you have solved a problem, take a moment to reflect on the solution. Was anything especially hard? Did any particular step cause you a problem? How was it different from the previous problem? Taking a moment to note these things down next to your solution can really help when it comes to revision. The solution you write is there for you to learn from. Don’t be scared to write notes on it in a way that helps you. 35 Approaching mathematical problems systematically Skills Would you find the notes below useful for revision or not? Solve for x x 4x 6 3x 1 2 x 5 Multiplying by x 3x + 1: Remember to multiply every term on both sides of equation by the same thing. Then first term can be simplified by cancelling. 4 x(3 x 1) 6(3 x 1) 2x 5 2x – 5: x(2 x 5) 4 x(3x 1) 6(3x 1)( 2 x 5) Multiplying by Multiplying out brackets: 2 x 2 5x 12 x 2 4 x 6(6 x 2 15x 2 x 5) Made a mistake first time – remember: minus sign operates on everything inside bracket. Rearranging and collecting like terms: 46 x 2 69 x 30 0 Finding roots of equation using quadratic formula: x 69 10281 92 Be careful – several steps summarised between previous line & here – safer to write them all out in an exam! And simplifying: x = 1.85 or x = -0.352 In the end it’s just a quadratic equation, but it was harder than the others on the sheet because I had to rearrange it to start with. It didn’t look like a quadratic and I found the fractions a bit tricky to sort out – perhaps some revision on fractions would be a good idea before the exam! 36 5.0 Key Points This guide can’t give you a recipe for solving every problem you meet, but if you follow the advice, it can help you to take a systematic approach to solving problems. The key points can be summarised as a list of questions you can ask yourself as you tackle any new problem. What am I trying to find? Do I understand all the words in the problem? What information am I given? What other things do I know that might be relevant? What strategies am I going to try out? Am I making progress towards the answer? Have I used all the information? Can I check my answer? Do I need to get help? Do I need to note any special points to help with my revision later? 37