Αρχική » 2. pattern » BBC Pattern recognition in practice

BBC Pattern recognition in practice

Why do we need to look for patterns?

Finding patterns is extremely important. Patterns make our task simpler. Problems are easier to solve when they share patterns, because we can use the same problem-solving solution wherever the pattern exists. The more patterns we can find, the easier and quicker our overall task of problem solving will be.
If we want to draw a number of cats, finding a pattern to describe cats in general, eg they all have eyes, tails and fur, makes this task quicker and easier.We know that all cats follow this pattern, so we don’t have to stop each time we start to draw a new cat to work this out. From the patterns we know cats follow, we can quickly draw several cats.bbc cats stamp

What happens when we don’t look for patterns?

Suppose we hadn’t looked for patterns in cats. Each time we wanted to draw a cat, we would have to stop and work out what a cat looked like. This would slow us down.

We could still draw our cats – and they would look like cats – but each cat would take far longer to draw. This would be very inefficient, and a poor way to go about solving the cat-drawing task.

In addition, if we don’t look for patterns we might not realise that all cats have eyes, tails and fur. When drawn, our cats might not even look like cats. In this case, because we didn’t recognise the pattern, we would be solving the problem incorrectly.

Recognising patterns

To find patterns in problems we look for things that are the same (or very similar) in each problem. It may turn out that no common characteristics exist among problems, but we should still look.
Patterns exist among different problems and within individual problems. We need to look for both.

Patterns among different problems

To find patterns among problems we look for things that are the same (or very similar) for each problem.

For example, decomposing the task of baking a cake would highlight the need for us to know the solutions to a series of smaller problems:

  • what kind of cake we want to bake
  • what ingredients we need and how much of each
  • how many people we want to bake the cake for
  • how long we need to bake the cake for
  • when we need to add each ingredient
  • what equipment we need

Once we know how to bake one particular type of cake, we can see that baking another type of cake is not that different – because patterns exist.

For example:

  • each cake will need a precise quantity of specific ingredients
  • ingredients will get added at a specific time
  • each cake will bake for a specific period of time

Once we have the patterns identified, we can work on common solutions between the problems.

bbc cake

Patterns within problems

Patterns may also exist within the smaller problems we have decomposed to.

If we look at baking a cake, we can find patterns within the smaller problems, too. For example, for ‘each cake will need a precise quantity of specific ingredients’, each ingredient needs:

  • identifying (naming)
  • a specific measurement

Once we know how to identify each ingredient and its amount, we can apply that pattern to all ingredients. Again, all that changes is the specifics.

Αλλαγή μεγέθους γραμματοσειράς
Αντίθεση