Problem Solving
Newell & Simon's Approach to Problem Solving
Initial State
Goal State
Operators
Constraints
Problem Space
Methods that show how people navigate problem space:
Intermediate States
Verbal protocols (think-aloud)
Computer Simulation
Problem Solving Strategies
Algorithms
Heuristics
Hill climbing
Means-Ends Analysis
Subgoals
Analogy
Working Backwards
(Especially for ill-structured problems)
What leads to problem solving difficulties?
Working memory limitations
Failure to impose constraints or use subgoals
Failure to use analogy