General Problem Solver

E267834

The General Problem Solver is an early artificial intelligence program designed to model and automate human-like problem-solving across a wide range of domains using general search and reasoning strategies.

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All labels observed (4)

Statements (50)

Predicate Object
instanceOf artificial intelligence program
computer program
problem-solving system
symbolic AI system
aimedToModel human problem solving
human-like reasoning
alsoKnownAs GPS
basedOn means-ends analysis
coreConcept difference-reducing search
goal-subgoal decomposition
problem space representation
production-like operators
countryOfOrigin United States of America
surface form: United States
designedFor domain-independent problem solving
general problem solving
logic problems
puzzle solving
symbolic reasoning tasks
theorem proving
developedAt CMU
surface form: Carnegie Mellon University

RAND Corporation
developer Allen Newell
Herbert Simon
surface form: Herbert A. Simon

J. C. Shaw
documentedIn Newell and Simon's publications on human problem solving
field artificial intelligence
cognitive science
historicalPeriod early AI era
inception 1957
late 1950s
influenced cognitive psychology models of problem solving
general search models in AI
physical symbol system hypothesis
production system architectures
influencedBy the Logic Theorist program
surface form: Logic Theorist

early symbolic logic programs
limitation computationally expensive search
effective only on well-structured problems
requires formal symbolic problem representation
notableFor being one of the first general-purpose AI programs
explicitly separating problem-solving strategy from problem content
formalizing means-ends analysis
programmingLanguage Information Processing Language
status historical AI system
usesMethod goal-directed reasoning
heuristic search
means-ends analysis
operator application
problem reduction
state-space search

Referenced by (8)

Full triples — surface form annotated when it differs from this entity's canonical label.

Human Problem Solving buildsOn General Problem Solver
Human Problem Solving relatedTo General Problem Solver
Allen Newell knownFor General Problem Solver
this entity surface form: the General Problem Solver (GPS)
Allen Newell coInventorOf General Problem Solver
"Programs with Common Sense" influenced General Problem Solver
subject surface form: Programs with Common Sense
this entity surface form: AI planning
the Logic Theorist program influenced General Problem Solver
subject surface form: Logic Theorist
the Logic Theorist program relatedTo General Problem Solver
subject surface form: Logic Theorist
physical symbol system hypothesis centralTo General Problem Solver
this entity surface form: Newell and Simon's theory of problem solving