problem solving Flashcards
why is thinking so hard
- higher-order cognition is built on other aspects of cognition
- does something with the product of perception, memory, and language
– key aspect is creating new knowledge, rather than extracting knowledge
– especially involves frontal lobes of the brain
higher order cognition “thinking”
problem solving: generating a way to a goal
creativity: generating new ideas
decision making: evaluating alternative outcomes or making choices
reasoning: drawing further inferences from current knowledge and beliefs
problems - Karl Dunker
a problem eists if a living organism has a goal but does not know how the goal is to be reached
problem solving
problem solving is achievement of goal not currently in grasp
- getting a good grade
- cooking peruvian
- making space travel safer
- design a house
- write a story
Well-defined problems
- clear goal
- cear starting point
- clear rules or guidelines
math, physics, chess
ill-defined problems
- no clear goal
- no starting point
- no clear rules or guidelines
choosing a career
problems & Problem solving
problem solving is selecting a sequence of operators that will transform the current state into the goal state
Tower of Hanoi problem
states: the set of disk configurations
operators: the movement of disks from one peg to another
types of problems
incremental problem
* problem that can be solved by following a particular set of rules that lead to the answer
insight problem
* no discernable path the solving the problem
* in this problem type, you think about it for a while and then you have a sudden insight (ah ha) experience which gives you a critical pieve of the puzzle that allows you to solve it
Insight problems
the subjective “feeling of warmth” increased more gradually and predictably for non-insight problems, but showed a sudden, unexpected rise for insight problems, reflecting the distinct phenomenology of insight problem solving
- ranked problems for probability of success
- insight problems opaque to prediction of performance
Gestalt approach
- how people represent a problem matters a lot
- solving a problem involves a reorganization or restructuring of problem representation
Insight problems:
– solutions for insight problems often require gestalt process (re-organizing representation)
information processing approach
- problem space
- problem solving search through problem space of possibilities (Maze)
- start with situation want to transform into something new
- apply different options
Information-processing theories of problem solving focus on constructing a problem space and finding a path through the problem space
* A problem space consists of a representation of the initial state, goal state, and all intervening states.
searches – methods of solution
- problem solving can be seen as a search through the problem space
Methods:
1. algorithm – generate and test
2. heuristics – difference reduction, means end analysis, analogy
algorithm – generate test
randomly generate solution, then test it
* Brute-force approach
* no knowledge taken into account (eg: trying to break into a safe
advantage: requires no knowledge
disadvantage: problem space may be very large
heuristics – difference reduction
try to reduce difference between current state and goal state using knowledge
advantage: get to solution in small steps
disadvantage: it may not be possible to get closer on each step