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PROBLEM SOLVING
Prepared by
Appu Aravind
Asst. Professor
DBSH
Problem
• Has its origin in the Greek word, problema
• An unwelcome situation which must be dealt with and ‘solved’ or
overcome
• In academic context- a question starting from a given set of
conditions in order to investigate or demonstrate a fact, result, or law
Problem Solving
• Any activity or group of activities that seek to resolve problems or
find a solution to them by proceeding in an orderly fashion.
• Kinds of problems vary from one domain to another. Hence we use
different problem solving strategies.
Different Domains of Problem Solving
• Psychology and Cognitive Science
• Ability to move from a given state to desired state
• Makes use of a number of fundamental skills
• Computer Science
• Replicate the problem solving strategy of human brain and express it in an
algorithm
• Engineering
• Concerned with products and processes – to prevent actual or anticipated
failures
Types of Problem Solving
• Problems can be classified based on..
• Types of unknown
• Levels of difficulty
• Open-endedness
Type of unknown
• Known problem, known solution
• Known problem, solution requires additional expertise
• Known problem, solution requires new approaches
• Unidentified problems
Based on Level of Difficulty
Problems that require progressively advanced intellectual abilities..
Knowledge When.. Where.. What formula
Comprehension Relate.. Show.. Distinguish
Application Apply.. Demonstrate.. Determine
Analysis Organize.. Arrange..
Synthesis Speculate.. Devise.. Design
Evaluation
Open-endedness
• Open-ended problems
• No single correct answer for the problem
• Subjective, at times even, opinion based
• Divergent thinking is suited
• Close-ended problems
• A single correct answer for the problem
• Convergent thinking is suited
The Problem Solving Process
• The general structure of an effective problem solving is process or
problem solving cycle has been identified by Bransford & Stein as the
IDEAL model
I identification of problem
D definition of goals
E exploration of possible strategies
A anticipation of outcome and action
L learning through retrospection
Problem Solving
Identify
Define
Explore
Anticipate & Act
Look & Learn
The IDEAL Problem Solving Cycle
Types of Problem Solving Activities
• Can be divided into five categories. For solving a problem, one may
need to move back and forth among these categories.
• Routine
Follows a fixed series of actions. Solver does not have to make any decisions and need
only perform the actions one after the other.
• Diagnosis
Solver must decide which routine is suitable for the problem at hand. Problem is
examined with a view to understanding which routine is apt.
• Strategy
Finding out the most usable routine to solve the problem.
• Interpretation
Information must be extracted from real world situations.
• Generation
Development of new routine.
Problem Solving Strategies
• A series of steps that a problem solver adopts to get his/her goals.
• What set an expert apart from a novice is his robust problem solving
strategy.
• Novices use trail-and-error while experts consistently use particular
strategies.
• It has been suggested that effective strategies have between four and
fifteen steps.
Polya’s 4 Step Method
• George Polya, a Hungarian mathematician
• Theorizes that there are four essential principles of problem solving
which are characterized by different questions to be asked at each
step.
Understand the Problem
• Do you understand all the words in the problem?
• Can you re-state the question in your own words?
• What do you need to find out?
• Is there a picture/sketch you can draw?
• Is the given information sufficient for the solution?
• If not, what other information is required?
Devise a Plan
• The best strategy out of so many possibilities.
Look for patterns Guess an answer and check
Draw a diagram Write down equation Make a table
Consider special cases Break into subproblems
Work backward Do a similar, simpler problem
Be ingenious
Execute the Plan
• Act according to the strategy planned out in the earlier stage.
• Substitute numbers and check answers at each stage.
• Make an accurate record of the work you did.
Look Back
• Re-examine the answers that you have obtained
• Are they within reasonable limits?
• How do they compare with the answers to the original problem?
• Can the solution be generalized?
• Is there another method of solving this?
Common Problem Solving Strategies
• Abstraction Morphological analysis
• Analogy Reduction
• Brainstorming Research
• Divide and conquer Root cause analysis
• Hypothesis testing Trial-and-error
• Lateral thinking
• Means-ends analysis
• Method of focal objects

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Problem solving and critical thinking.pdf

  • 1. PROBLEM SOLVING Prepared by Appu Aravind Asst. Professor DBSH
  • 2. Problem • Has its origin in the Greek word, problema • An unwelcome situation which must be dealt with and ‘solved’ or overcome • In academic context- a question starting from a given set of conditions in order to investigate or demonstrate a fact, result, or law
  • 3. Problem Solving • Any activity or group of activities that seek to resolve problems or find a solution to them by proceeding in an orderly fashion. • Kinds of problems vary from one domain to another. Hence we use different problem solving strategies.
  • 4. Different Domains of Problem Solving • Psychology and Cognitive Science • Ability to move from a given state to desired state • Makes use of a number of fundamental skills • Computer Science • Replicate the problem solving strategy of human brain and express it in an algorithm • Engineering • Concerned with products and processes – to prevent actual or anticipated failures
  • 5. Types of Problem Solving • Problems can be classified based on.. • Types of unknown • Levels of difficulty • Open-endedness
  • 6. Type of unknown • Known problem, known solution • Known problem, solution requires additional expertise • Known problem, solution requires new approaches • Unidentified problems
  • 7. Based on Level of Difficulty Problems that require progressively advanced intellectual abilities.. Knowledge When.. Where.. What formula Comprehension Relate.. Show.. Distinguish Application Apply.. Demonstrate.. Determine Analysis Organize.. Arrange.. Synthesis Speculate.. Devise.. Design Evaluation
  • 8. Open-endedness • Open-ended problems • No single correct answer for the problem • Subjective, at times even, opinion based • Divergent thinking is suited • Close-ended problems • A single correct answer for the problem • Convergent thinking is suited
  • 9. The Problem Solving Process • The general structure of an effective problem solving is process or problem solving cycle has been identified by Bransford & Stein as the IDEAL model
  • 10. I identification of problem D definition of goals E exploration of possible strategies A anticipation of outcome and action L learning through retrospection
  • 11. Problem Solving Identify Define Explore Anticipate & Act Look & Learn The IDEAL Problem Solving Cycle
  • 12. Types of Problem Solving Activities • Can be divided into five categories. For solving a problem, one may need to move back and forth among these categories.
  • 13. • Routine Follows a fixed series of actions. Solver does not have to make any decisions and need only perform the actions one after the other. • Diagnosis Solver must decide which routine is suitable for the problem at hand. Problem is examined with a view to understanding which routine is apt. • Strategy Finding out the most usable routine to solve the problem. • Interpretation Information must be extracted from real world situations. • Generation Development of new routine.
  • 14. Problem Solving Strategies • A series of steps that a problem solver adopts to get his/her goals. • What set an expert apart from a novice is his robust problem solving strategy. • Novices use trail-and-error while experts consistently use particular strategies. • It has been suggested that effective strategies have between four and fifteen steps.
  • 15. Polya’s 4 Step Method • George Polya, a Hungarian mathematician • Theorizes that there are four essential principles of problem solving which are characterized by different questions to be asked at each step.
  • 16. Understand the Problem • Do you understand all the words in the problem? • Can you re-state the question in your own words? • What do you need to find out? • Is there a picture/sketch you can draw? • Is the given information sufficient for the solution? • If not, what other information is required?
  • 17. Devise a Plan • The best strategy out of so many possibilities. Look for patterns Guess an answer and check Draw a diagram Write down equation Make a table Consider special cases Break into subproblems Work backward Do a similar, simpler problem Be ingenious
  • 18. Execute the Plan • Act according to the strategy planned out in the earlier stage. • Substitute numbers and check answers at each stage. • Make an accurate record of the work you did.
  • 19. Look Back • Re-examine the answers that you have obtained • Are they within reasonable limits? • How do they compare with the answers to the original problem? • Can the solution be generalized? • Is there another method of solving this?
  • 20. Common Problem Solving Strategies • Abstraction Morphological analysis • Analogy Reduction • Brainstorming Research • Divide and conquer Root cause analysis • Hypothesis testing Trial-and-error • Lateral thinking • Means-ends analysis • Method of focal objects