9 reasoning and problem solving Flashcards
What is deductive reasoning?
Deductive reasoning involves drawing specific conclusions from general premises.
What is a heuristic in the context of problem-solving?
A heuristic is a simple, efficient rule or “rule of thumb” that helps solve problems quickly, though it may not always be perfect.
What is the hill-climbing heuristic?
It’s a problem-solving strategy where steps are taken that seem to lead directly to the goal, though it can sometimes lead to suboptimal solutions
What is means-ends analysis?
Means-ends analysis involves breaking down a problem into smaller sub-goals to reduce the difference between the current state and the goal state.
What did Newell and Simon (1972) contribute to problem-solving research?
They introduced the concept of “problem space” and developed the General Problem Solver, one of the first AI programs for solving well-defined problems.
What is the “problem space” according to Newell and Simon?
Problem space includes the initial state, goal state, all possible moves, and intermediate states involved in solving a problem.
How do Gestaltists view problem-solving?
Gestaltists focus on the restructuring of problem representation, relying heavily on insight rather than a systematic search process.
What is meta-reasoning in problem-solving?
Meta-reasoning involves monitoring and regulating one’s progress during problem-solving, including assessing progress and changing strategies if necessary.
What role does the prefrontal cortex play in problem solving?
The prefrontal cortex is crucial for planning, and damage to this area can impair problem-solving abilities, particularly in tasks requiring sequential planning.
What did Crescentini et al. (2012) find about brain areas involved in planning?
Different brain areas are involved in planning (prefrontal cortex) and execution (temporal and motor areas).
What is the cognitive reflection test (CRT)?
The CRT measures cognitive miserliness by presenting problems that elicit an intuitive but incorrect response, requiring reflection to correct with Type 2 thinking.
What is cognitive miserliness?
Cognitive miserliness refers to the tendency to use simple, quick cognitive processes (Type 1) rather than more effortful, reflective processes (Type 2).
What is analogical problem-solving?
Analogical problem-solving involves comparing two objects or systems by highlighting similarities to solve novel problems.
What are the major processes involved in performance of cognitive tasks?
Level 1: executive attention/goal state
Level 2: Maintenance, Disengagement -> active processing, focal attention
Level 3: Physical environment -> to-be-performed task
What did Gick and Holyoak (1980) find about analogical problem-solving?
They found that retrieval failures often hinder solving analogical problems, but using relevant analogies improves problem-solving success.