sandbox/adsep/chapter01/notes.md

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Fundamental Data Structures

  • information to be processed: abstraction of some part of the real world
  • computer has a selected set of data about the real world
  • this data is an abstraction:
    • certain properties/characteristics of the real world are ignored because they are considered peripheral to the problem
    • therefore represents a simplification of facts
  • problem solving: defining the set of characteristics relevant to the problem
  • the choice of representation may involve several levels of detail: consider deciding the position of an object.
    • polar v. cartesian coordinates (and selection of origin)
    • floating point v. integer representation of coordinates

The concept of data type

  • in maths, we have different types: whole, integer, rational, etc...
  • principle: every constant, variable, expression, or function is of a certain data type
  • adherence to this means the compiler can check constructs for legality and compatibility
  • programming languages provide base data types, which can be extended by the programmer
  • cardinality: the number of distinct values belonging to some type T