Problem Solving
Created by Axel Burch
aspects of problem sloving
>purposeful
>involves cognitive processes
>problems exists when an individual lacks the relevant knowledge to produce an immediate solution
| Term | Definition |
|---|---|
aspects of problem sloving | >purposeful
>involves cognitive processes
>problems exists when an individual lacks the relevant knowledge to produce an immediate solution |
well-defined problems | >all aspects specified
>optimal strategy with one answer
>e.g. maze, chess etc. |
ill-defined problem | >under-specified goals
>e.g. most everyday problems |
knowledge-rich problems | only solved if an individual possesses specific knowledge |
knowledge-lean problems | doesn't require specific knowledge |
the Monty hall problem | >uniformity fallacy
>assume options are equal but they aren't |
law of effect | >Thorndike
>trial-and-error learning
>arbitrary relationships between behaviour and goal
>focus on reproductive thinking |
gestalt approach | focused on more complex, productive thinking using insight |
insight | the sudden restructuring of a problem |
evidence of insight | >Kohler- learning as a slow process, rather than insight
>Birch- raised apes show little evidence of insightful problem solving
>Maier- insight facilitated by experimenter interaction
>Battersby et al.- highlighting relevant object improves solution time |
the pendulum problem | participant required to use objects provided to tie 2 strings together using pendulum motion |
Metcalfe and Wiebe | >solved insight and non-insight problems
>warmth ratings increase suddenly for insight problems only |
special-process insight | involves distinct cognitive processes |
business-as-usual insight | uses the same cognitive processes as other problem solving |
remote associates test | >Bowden et al.
>compound remote associates problems used
>found right anterior STG activated only with insight solutions |
Ellis et al.'s eye movement trials | >eye tracking examined accumulation of partial knowledge leading up to a moment of insight
>used 4 letter anagrams with 1 distractor letter |
past experience (Duncker) | Functional fixedness- failing to solve problems because we assume any given object has a limited number of uses due to past experiences |
past experience (Lunchins) | >manipulated past experience
>emphasised notion of einstellung
>use well-practiced strategy even when not optimal |
representational change theory | >Ohlsson
>gestalt-based theory
>problem's mental representation serves as a memory probe for knowledge retrieval based on spreading activation |
impasses in representational change theory | >occurs when problem representation doesn't permit retrieval
>broken with elaboration, constraint relaxation, or re-encoding
>insight occurs when broken
>matchstick problem and mutilated draughtboard problem |
elaboration | addition of new problem information |
constraint relaxation | removed inhibitions on what is regarded as permissible |
re-encoding | some aspect of the problem representation is reinterpreted |
strengths of representational change theory | >recognises that changing problem representation enables solving
>improves gestalt approach by specifying mechanisms
>combines strengths of gestalt and information approaches |
weaknesses of representational change theory | >not possible to predict when/how representation changes
>multiple factors in making problems difficult so one insight may not be enough
>hints in constraints relaxation have limited benefit
>de-emphasises individual differences |
incubation | >Wallas
>problem often solved by leaving it for some time
>subconscious continues to work towards solution |
incubation evidence | >Sio and Ormerods's meta-analysis
>small but sig. incubation effect
>larger effects with long preparation time prior to incubation |
sleep and incubation | >sleep aids memory consolidation and can alter memory representation
>number reduction task by Wagner et al.
>remote associate task by Sio et al. |
sleep and forgetting | >Simon- control information relating to tried and tested strategies is forgotten and make it easier to adopt new approach
>Vul and Pashler- remote associate task only shows incubation effect under interference conditions |
computational approach | >Newel and Simon
>general problems solver- computer programmer deisgned to solve numerous well-defined problems
>assumes serial information-processing, limited STM capacity, and retrieval from LTM |
problem space | includes initial state of the problem, goal state, and possible mental operators |
heuristics | rules of thumb |
algorithms | methods or procedures for solving a problem |
means-end analysis | >note difference between current state and goal state
>form sub-goal to reduce difference
>select mental operator that permits attainment |
progress monitoring heuristic | >MacGregor, Omerod, and Chronicle
>people apply heuristic to determine if they should abandon a strategy
>nine-dot problem |
strengths of the general problem solver | >works well with several well-defined problems
>see when individuals deviate from the ideal
>explains use of heuristics |
weaknesses of the general problem solver | >better than humans at remembering what happened to a problem, but inferior at planning future moves
>most everyday problems are ill-defined
>doesn't account for performance on insight problems well
>ignores individual differences |
neuropsychological data | >tower of hanoi- frontal patients slower to plan subsequent moves, and prefrontal patients worse despite same strategy controls
>water jar problem- prefrontal founds it harder to make moves in conflict with given strategy, and left dlPFC patients performed worst due to problem inhibiting |
neuroimaging data from Dagher et al. | more complex tasks associated with greater dlPFC activation |
neuroimaging data from Fincham et al. | activated regions associated with working memory systems and attention |
neuroimaging data from Unterrainer et al. | >right dl PFC activated for strategy planning and performance execution
>behavioural performance correlated with activation in this region |
far transfer | positive transfer to a dissimilar context |
far transfer evidence | >Chen and Klahr- children who received training performed well on tests in new domains
>task similarity important
>involvement of accessing, mapping, and executing
>effects of time interval
>meta-cognition enhances far transfer |
analogical problem solving | >knowledge provided directly through analogy when direct, relevant knowledge not possessed
>depends on WM components and frontal executive processes inhibiting responding to distractors
> +0.7 correlation with intelligence |
superficial similarity type of analogical problem solving | solution-irrelevant details are common to both problems |
structural similarity type of analogical problem solving | causal relations among main components shared by both problems |
procedural similarity type of analogical problem solving | procedures for turning the solution principle into concrete operations are common to both problems |
strengths of analogical problem solving | >types all important
>nature of task and goals influence thinking
>WM and inhibitory executive processes involved |
weaknesses of analogical problem solving | >similarities in everyday life less obvious
>structural similarities matches real life more
>individual differences under-researched |