Problem Solving Flashcards
Define problem solving
Any situation where a person is confronted with a dilemma or a choice or an uncertainty in an action / belief
A problem is when someone lacks the relevant knowledge to produce an immediate solution
What are the 4 types of problems
- Well defined: all aspects are clearly specified, the goal is well specified
- Ill-defined: underspecified, endless strategies you could adopt, hard to know what will be most effective
- knowledge rich problems: can only be solved by those having the high levels of relevant knowledge or expertise
- knowledge lean problems: do not require high levels of knowledge because most of the information needed to solve the problem is contained in the initial problem statement
Exampe = tower of hanoi problem
Well defined
Knowledge lean
Strategies of problem solving =
Hill climbing –> changing the present state within the problem into one closer to the goal (focus on short term goals), mostly used when the problem solver has no clear understanding of the problem structure
Means-ends analysis –> forming subgoals and continuously trying to achieve these (notes difference between current problem state and the goal state, forms subgoals to reduce this)
Planning
- presented with a complex problem, coming up with a preliminary plan
- execute that plan and either revise the plan or execute next step
What is cognitive miserliness
Cognitive miser = someone who is typically economical with their time and effort on tasks requiring thinking –> relying on the unconscious problem solving, trying to be quick rather than optimal
Gestalt approach? Insight and role of experience
Reproductive thinking: involves systematic reuse of previous experiences
Productive thinking: involves a novel restructuring of the problem and is more complex
Insight = sudden comprehension / realisation
aha moments leading to the solution
Functinoal fixedness
we mistakenly assume that any given object has only a limited number of uses
Representational change theory
- we encounter impasse when solving a problem because we have represented it wrong
- change the problem representation
Constraint relaxation: inhibitions on what is regarded as permissible are removed
Re-encoding: some aspect of the problem is reinterpreted
Elaboration: new problem information is added to the representation
How to get expertise
- deliberative practice and lots of experience
- highly efficient at solving numerous problems in their area of expertise
Isn’t always due to deliberative experienec
Some things that people are better dealing with than others
multifactorial gene-environment interaction model
What is the difference between judgement and decision making?
Judgement: making an assessment of something or the likelihood that something will happen
Decision: choosing or deciding one option from several possibilities
define conjunction fallacy
the mistaken belief that the combination of two events is more likely than one event on its own (the linda problem)
Theories of judgement and decision making: dual process theory
DPT propses that thinking is characterised by the action of two systems with distinctive cognitive processes
Type 1: fast, automatic, unconscious, implici and effortless, context dependent, heuristics used
Type 2: slow, controlled, conscious, effortful, demanding of working memory
Strengths and limitations of the Dual Process Theory
Strengths
- Most judgements appear to be determined by something like system 1
- Explains individual differences in judgement performance (some use system 2 more than others)
Limitations:
- People make more use of base-rate information than assumed
- Error-prone performance may not relate to system 1
- Not very explicit about the processes involved in judgement
Processes may operate as parallel, rather than serial
what is inductive reasoning
making a generalised conclusion from premises referring to particular instances
conclusions of inductively valid arguments are probably but not necessarily true
used in research experiments – prove that something is false (reject null hypothesis)
(hypotheses can’t be proven true through logical induction)
what is deductive reasoning
drawing conclusions that are definitely valid provided the assumptions are true
- taking two true statements to form a conclusion