L9: Problem Solving Flashcards

1
Q

3 Major Aspects of Problem Solving

A
  1. Purposeful
  2. Based on controlled, rather than automatic processes
  3. You lack the relevant knowledge to generate an immediate solution
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2
Q

Criteria of a well-defined problem

A
  1. Problem has a clearly defined given state
  2. Finite set of rules
  3. Clear goal
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3
Q

Criteria of an ill-defined problem

A
  1. Not obvious when the goal has been reached
  2. Not obvious what information is relevant
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4
Q

4 different types of problems

A
  1. Well-defined
  2. Ill-defined
  3. Knowledge-rich
  4. Knowledge-lean
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5
Q

Algorithm vs Heuristic

A

Algorithm is systematic step-by-step operations that covers the entire problem space and guarantees a solution if one exists. Heuristic is a rule of thumb that produces approximately correct solutions.

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6
Q

What problem-solving heuristics are there?

A
  1. Means-End Analysis
  2. Hill Climbing
  3. Progress Monitoring
  4. Planning
  5. Using analogies
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7
Q

What are the steps for the means-end analysis?

A
  1. Note the difference between the current state and goal state
  2. Form subgoal between current and goal state
  3. Select a mental operator / operation that allows this subgoal to be attained
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8
Q

What is hill climbing?

A

People take the action that leads to the biggest similarity between the current state and the goal state.

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9
Q

What is progress monitoring?

A

The rate of progress is assessed constantly, and if deemed to be inefficient, an alternative strategy is sought.

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10
Q

What is the availability method?

A

Use the first solution that comes to mind.

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11
Q

Insight vs Non-Insight problems

A

Insight problems are characterised by sudden solutions that come to people in a moment of insight. Non-insight problems are more straightforward and typically require step-by-step reasoning to reach a solution.

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12
Q

What is the representational change theory?

A

We have to represent the problem differently, which removes the block.

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13
Q

Does incubation and sleep facilitate insight?

A

Yes, incubation is more useful for creative problems having multiple solutions and when there was relatively long preparation time prior to incubation.

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14
Q

5 characteristics of eye movements for experts

A
  1. Shorter fixations
  2. Faster first fixations on task-relevant information
  3. More fixations on task-relevant information
  4. Fewer fixations on task-irrelevant areas
  5. Longer eye movements
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15
Q

3 requirements for deliberate practice

A
  1. Task not too easy or difficult
  2. Feedback given
  3. Adequate opportunities to repeat task & correct errors
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16
Q

What does deliberate practice cause?

A

Fast transfer of information between STM and LTM -> creates expertise

17
Q

What problems can past experience cause?

A
  1. Functional fixedness
  2. Mental set
18
Q

What is functional fixedness?

A

We fail to solve problems because we assume from past experience that any given object has only a limited number of functions

19
Q

What is mental set?

A

People tend to persist with methods that worked before, but a particular strategy might become no longer applicable.

20
Q

What is analogical problem solving?

A

A type of problem solving based on detecting analogies or similarities between the current problem and problems solved in the past.

21
Q

What are templates?

A

Forms or patterns in long-term memory that allow us to recognise familiar, meaningful stimuli by matching the input to the forms/patterns stores in memory and selecting the one that fits.

22
Q

What is brainstorming?

A

A method of problem solving in which participants generate a wide variety of possible, non-typical solutions and subsequently look at whether some of these solutions can be turned into useful solutions. Used when confronted with a block in insight problems, with functional fixedness or with a mental set.

23
Q

What is motivated reasoning?

A

The observation that people tend to reason in ways that make the conclusion they favour more likely.