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YZ Sözlüğü

Yapay Zekanın tam sözlüğü

162
kategoriler
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alt kategoriler
23.060
terimler
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terimler

Deductive program synthesis

Method of automatic generation of programs from formal specifications using logical deduction rules to transform preconditions and postconditions into executable code.

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Formal specification

Mathematically precise description of the expected behavior of a system or program, using formal notations like Z, VDM, or B to define properties and constraints.

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Weakest precondition calculus

Technique invented by Dijkstra to determine the minimal condition that must be true before the execution of a program to guarantee a given postcondition, fundamental in formal verification.

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Hoare logic

Formal system of inference rules allowing reasoning about the correctness of computer programs through Hoare triples {P}S{Q} linking preconditions, statements, and postconditions.

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Design by contract

Software design approach where interactions between components are governed by formal obligations (preconditions, postconditions, and invariants) defining mutual responsibilities.

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Loop invariant

Logical property that remains true before and after each iteration of a loop, essential for proving the termination and correctness of iterative programs.

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Resolution in logic

Complete inference rule for first-order logic, allowing automatic deduction of new clauses from sets of existing clauses.

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Denotational semantics

Mathematical approach giving precise meaning to programs by translating them into mathematical objects (functions, sets), essential for formal synthesis.

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Rewriting system

Set of rules transforming terms into other terms, used to model computations and optimizations in program synthesis and transformation.

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Floyd's method

Pioneering program verification technique using assertions and invariants to prove the correctness of structured programs, precursor to modern methods.

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Dependent type system

System where types can depend on values, allowing expression of complex properties directly in the type system and ensuring correctness at the typing level.

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Example-guided synthesis

Hybrid approach combining deductive reasoning and learning from examples to generate programs satisfying both formal specifications and observed behaviors.

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Relational abstraction

Technique representing program behavior by relations between states, facilitating reasoning about properties and synthesis of correct programs.

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Abstract interpretation

Semantic approximation theory enabling static analysis of program properties by computing on abstract rather than concrete domains.

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Program invariant

Logical property preserved by program execution, used to prove partial and total correctness in deductive synthesis methods.

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Equational reasoning

Proof method based on transformation of equations by rewriting, fundamental for synthesis of functional and algebraic programs.

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Algebraic specification

Formal approach defining data types and operations through algebraic axioms, enabling automatic synthesis of correct implementations.

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Higher-order logic

Extension of first-order logic allowing quantification over predicates and functions, essential for expressing complex specifications in synthesis.

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