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The Nature & Need of Abstraction

What is the nature and need for abstraction?

  • Abstraction is the process of removing unnecessary details of a problem to focus on the important features to implement in a solution

  • Examples of abstraction include modelling a real life object, environment, action, sequence of actions or concept. Implementations of these include:

    • a simulator such as a car or flight simulator,

    • a representation of a building or house in a program or game or,

    • a map of a bus or train route in a city

  • When creating a program, developers must identify important features that will contribute to solving the problem or have a role to play in the solution

  • A specific example of abstraction would be the London underground train route map; travellers do not need to know the geographical layout of the routes, only that getting on at stop A will eventually transport you to stop B

nature-of-abstraction-1-1

London Underground train route map 
Source: Wikipedia (opens in a new tab)

nature-of-abstraction-2-1

The geographical London underground train map
Source: Wikimedia (opens in a new tab)

  • Another example of abstraction would be implementing the trajectory of a projectile, such as a ball or dart, or the physics of a snooker ball on a snooker table

    • Is gravity or air resistance taken into account, if applicable? Is friction?

  • The closer the implementation is to reality, the less abstract the solution becomes

    • Pong is an example of a highly abstracted game of tennis or badminton

    • The momentum of the ball is constant and there are no extraneous factors that affect the game such as friction or gravity

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