Language and Thought L5 Flashcards
What is problem solving?
- Overcoming an obstacle to reach a goal
- Includes a beginning and end state
- Includes procedures to get from start to end
What are the four general steps for problem solving?
- Understand the problem
- Generate possible solutions (hypotheses)
- Test these solutions
- Evaluate results, and revise if necessary
What are some general strategies to try and solve a problem?
- Trial and error
- Algorithm
- Heuristics
- creative problem solving
What is the trial an error approach to solving a problem? What are the pitfalls with this?
- Random (often how children solve problems)
- Pitfalls that it is not efficient also could be dangerous if stakes are high
What is the algorithm approach to solving a problem?
Why/when is it useful?
- A rule that guarantees a solution e.g. recipe reading, algebra
- Useful for a well-defined problem where the rules are clear
Why are algorithms sometimes hard to implement?
Most problems are ill-defined so don’t suit this method, therefore need alternative
What’s an alternative strategy for problems solving?
Heuristics: a strategy that doesn’t guarantee a solution, but they often work and they save time. They will push you in the right direction but not get a clear cut solution.
What’s an example of a heuristic?
An anagram. You don’t try all possible solutions of sound combinations. Use knowledge of English to derive solution.
What are the two types of heuristics?
- Means-End analysis
- Hill climbing
What is the Means-End analysis?
- Work step-by-step to get closer to your goal as you solve the problem
- Monitor each step to see how much closer you are to your goal
In the Means-End analysis heuristic why is breaking a big goal up into small sub goals more effective?
The small goals are cognitively simple and thus easier to accomplish rather than tackling the whole thing at once.
What experiment shows the method of Means-End analysis to solve problems?
The Tower of Hanoi:
-Set of discs that increasingly get smaller have to move
them to pole on far side.
-Cannot have large disc sitting on small at any time while transferring
-Therefore, you break up the task into a series of smaller steps
-Doing all at once wouldn’t be able to hold all the information in your head required to do the task(short term memory not big enough)
-Participants perform a series of several moves,
followed by long pause after they reach a sub goal, then another series of moves
What is the method of Hill climbing to solve problems?
-Change the present state of the problem so that you
are one step closer to solving the problem
-What results is a sense that you are moving forward towards a solution
What experiment shows the method of hill climbing to solve problems?
Farmer problem:
- Wants to transport a chicken, fox and grain to other side of the river but can only take one thing at a time in his boat.
- The chicken and fox can’t be left together, the grain and fox can’t be left together.
- To solve there is a point in problem where have to take the chicken back (work against goal) so isn’t left with grain.
- People find this hard as inconsistent will hill climbing method therefore, evidence that this method is usually used.
What is an alternative to heuristics to solve problems?
- Creative thinking, for this we need to use divergent thinking where we generate many solutions some of which may be unusual.
- The idea is to change the representation of the problem by thinking outside the box. Having to think of 3D arrangements of shapes is also creative.