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[W/K] :: abstract interpretation


1 definition 
 for abstract interpretation
From The Free On-line Dictionary of Computing (27 SEP 03) :

  abstract interpretation
       
           A partial execution of a program which gains
          information about its semantics (e.g. control structure,
          flow of information) without performing all the calculations.
          Abstract interpretation is typically used by compilers to
          analyse programs in order to decide whether certain
          optimisations or transformations are applicable.
       
          The objects manipulated by the program (typically values and
          functions) are represented by points in some domain.  Each
          abstract domain point represents some set of real
          ("{concrete") values.
       
          For example, we may take the abstract points "+", "0" and "-"
          to represent positive, zero and negative numbers and then
          define an abstract version of the multiplication operator, *#,
          which operates on abstract values:
       
          	*# | + 0 -
          	---|------
          	+  | + 0 -
          	0  | 0 0 0
          	-  | - 0 +
       
          An interpretation is "safe" if the result of the abstract
          operation is a safe approximation to the abstraction of the
          concrete result.  The meaning of "a safe approximation"
          depends on how we are using the results of the analysis.
       
          If, in our example, we assume that smaller values are safer
          then the "safety condition" for our interpretation (#) is
       
          	a# *# b# <= (a * b)#
       
          where a# is the abstract version of a etc.
       
          In general an interpretation is characterised by the domains
          used to represent the basic types and the abstract values it
          assigns to constants (where the constants of a language
          include primitive functions such as *).  The interpretation of
          constructed types (such as user defined functions, sum types
          and product types) and expressions can be derived
          systematically from these basic domains and values.
       
          A common use of abstract interpretation is strictness
          analysis.
       
          See also standard interpretation.
       
          (1994-11-08)
       
       


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