Outline (6/22/98)
Problem Solving
• Well defined and ill defined problems
• Problem typology
- Problems of inducing structure
- Problems of transformation
- Problems of Arrangement
• The Gestaltist Approach to Problem Solving
- Wallas’ (1926) stages of thinking
> Preparation & incubation
-> Silviera (1972): The four chains problem
> Importance of representation
-> The checkerboard problem solved.
-> O,T,T,F,F,S,S,E,N,T,... solved
-> Duncker (1945) and Functional Fixedness
- The candle problem
> Insight (illumination) and creativity
-> Productive and reproductive thinking
- Katona (1940) and match stick problems
- The nine dots problem solved
-> Insight and noninsight problems
- ill defined and well defined, revisited
- Examples of insight problems
- Metcalf & Wiebe’s (1987) analysis
> Verification
• Problem Solving: Newell & Simon’s contribution
> Objectives and Method
- Verbal protocols and computer simulation
- Task environment and problem space
-> Problem States and Problem Operators
-> Problem space size and problem complexity
- Subgoals: “Hobbits and Orcs” solved
> Algorithms and Heuristics
- Random and systematic random search
- Examples of Heuristics
1) Hill Climbing
2) Means-Ends Analysis
3) Working Backwards
-> The card game problem solved
4) Analogy: Glick & Holyoak (1983)
-> The radiation problem
> Methods of representing a problem
- Symbols
- Matrices
- Hierarchical Tree diagrams
- Graphs: The Buddhist Monk problem solved