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Flashcards covering key vocabulary and concepts from the Problem-Solving lecture notes.
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Start State
Your current situation
Goal State
The desired situation
Well-defined Problems
Problems where all aspects are well-defined, including the initial state, goal state, and possible moves.
Ill-defined Problems
Problems where the start state, end state, or possible strategies may be unknown.
Knowledge Rich Problems
Problems that require specific knowledge.
Knowledge Lean Problems
Problems that do not require specific knowledge, such as puzzles.
Trial and Error Learning
Unsystematic behavior that requires no knowledge, is slow, doesn’t work for all problems, and is risky.
Gestalt Approach
Problem-solving that involves insight or an AHA moment.
Problem Restructuring
Problem is solved after an incubation period
Functional Fixedness
When we only see an object as functioning in one particular way
Neuroscience and Insight
Activation in Right anterior superior temporal gyrus
Representational Change Theory
Construct a problem representation, retrieve operators from memory, impasses occur when the problem representation does not cue the right operators impasses are broken by restructuring the problem representation.
Problem Space
All possible states of a problem
Initial State
Starting position
Goal State
Final position
Operators
Allowed moves or actions
Hill-Climbing
Choose a move that brings you closer to the goal
Means-end Analysis
Create a sub-goal and choose a move that will bring you to the sub-goal.
Analogical Problem-Solving
Learning from past problems.
Expertise
Focus on problems that depend on extensive knowledge and learning; many years of practice is required.
Avoid loops
Prefer new solutions, e.g., if no suitable train, try the bus