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Move from observed cases to a conjecture

You have a neat table of results, but the question still wants a rule you can state in one line.

On this page
  1. How do you read a table for a rule?
  2. How to move to a conjecture, step by step
  3. Worked example
  4. The mistake to watch for
  5. Check yourself
  6. Where this leads next

A conjecture is a precise statement of a rule that fits every case you have seen, written so that another case could prove it wrong. To form one, read your table for differences and for structure, write the rule with n, then test it on a case you did not use.

This follows generating systematic cases and sits inside International Mathematics investigations. The same differences technique appears in sequences and pattern rules.

How do you read a table for a rule?

Two habits help. The first is the difference method: subtract each value from the next. The second is the structure method: explain, in words or a picture, how each case is built.

Constant first differences mean the rule is linear, like 3n + 1. If the first differences themselves go up by a constant amount, the rule involves n². A structural explanation usually gives you the same rule with a reason attached.

How to move to a conjecture, step by step

  1. Tabulate at least five consecutive cases.
  2. Find first differences, and second differences if needed.
  3. Describe the structure of each case in a sentence.
  4. Write a candidate rule using n, and check that it fits every row of the table.
  5. State the conjecture in a full sentence, including which values of n it is for.
  6. Predict a new case, then build or calculate it to test the conjecture.

Worked example

In a group of n people, everyone shakes hands once with everyone else. Let H be the number of handshakes.

Step 1, table:

n123456
H01361015

Step 2, differences: 1, 2, 3, 4, 5. The differences are not constant, so the rule is not linear. They go up by 1 each time.

Step 3, structure: each person shakes hands with n − 1 others. That is n × (n − 1) handshake “ends”, but each handshake has two ends and was counted twice. So H = n(n − 1)/2.

Step 4, check the table: for n = 4, 4 × 3 / 2 = 6. For n = 6, 6 × 5 / 2 = 15. Both match.

Step 5, conjecture: for every whole number n ≥ 1, the number of handshakes is n(n − 1)/2.

Step 6, new case: for n = 7 the formula gives 7 × 6 / 2 = 21. Using the difference pattern, 15 + 6 = 21. A direct count also works: 6 + 5 + 4 + 3 + 2 + 1 = 21. Three routes agree, so the conjecture has passed a real test.

The mistake to watch for

A common slip is to build a rule from just the first two or three cases.

Mistaken conjecture: from n = 1 and n = 2 (0 and 1), “H = n − 1”.

For n = 3 this gives 2, but the real count is 3.

The correction is to gather more cases before writing the rule, and to test the rule against a case that was not used to create it. Here the differences 1, 2, 3 show that the growth is speeding up, so a rule with n − 1 alone cannot be right.

Check yourself

1. Sums of the first n odd numbers are 1, 4, 9, 16, 25 for n = 1 to 5. State a conjecture and use it for n = 8.

Show answer

The values are the square numbers, so the conjecture is that the sum of the first n odd numbers is n².

For n = 8 it predicts 64. Check: 1 + 3 + 5 + 7 + 9 + 11 + 13 + 15 = 64.

2. A pattern has values 5, 8, 11, 14 for n = 1 to 4. Conjecture a rule and find the value for n = 20.

Show answer

Differences are a constant 3, so the rule starts 3n. At n = 1 we need 5, so add 2: the rule is 3n + 2.

For n = 20: 3 × 20 + 2 = 62.

3. A table gives 2, 6, 12, 20 for n = 1 to 4. Conjecture a rule and predict n = 5.

Show answer

Differences are 4, 6, 8, so they increase by 2 and the rule is quadratic. Values equal n × (n + 1): 1 × 2, 2 × 3, 3 × 4, 4 × 5.

The rule is n(n + 1), so n = 5 gives 30. Check with differences: next difference 10, and 20 + 10 = 30.

Where this leads next

Next, learn to test a counterexample to a conjecture, because a conjecture that has only met agreeing cases has not been challenged. The investigations practice set mixes all the steps.

If you often see the pattern but cannot put it into a clear sentence, a teacher can coach that wording step by step in online one-to-one Mathematics tuition. The non-calculator working trainer helps with checking each predicted value.

Questions people ask

What is a conjecture in maths?

A conjecture is a statement you believe is true because of the evidence so far, but you have not yet proved. It should be precise enough to be tested, for example a formula for the nth case. A good conjecture can be shown false by one failing case.

How do I know which rule to try?

Look at the differences first. Constant differences suggest a linear rule, growing differences that increase steadily suggest a quadratic rule. Also try to describe how each case is built from the picture, because a structural rule is easier to trust than a fitted one.

Is checking my rule against the table enough?

No. A rule built from the table will always fit the table. The real test is a new case you did not use, such as the next value, which you predict first and then check. Even then, the result is a tested conjecture, not a proof.

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