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Understanding Algorithms with Pseudocode and Flowcharts

Nov 26, 2024

Producing Algorithms with Pseudocode and Flow Diagrams

Overview

  • Importance of creating, interpreting, correcting, and refining algorithms.
  • Difference in approach based on exam papers:
    • Paper 1: Theoretical approach using pseudocode and flowcharts.
    • Paper 2: Practical coding using Python on a computer.

Flow Diagrams

  • A flow diagram (or flowchart) represents algorithm steps visually.
  • Example process:
    • Start at the top.
    • Input two numbers.
    • Compare numbers and follow different branches based on conditions.
    • Output results and stop.

Pseudocode

  • Acts as an intermediary between plain English and actual code.
  • Allows representation of algorithms without strict syntax.
  • Example:
    • Inputs two numbers.
    • If statement to compare numbers and print the larger one.

Refinement of Algorithms

  • Exams may require refining existing algorithms.
  • Example task: Modify an algorithm to process three numbers instead of two.
    • Identify and adjust input sections.
    • Adjust decision-making logic in flow diagrams.

Example Algorithms

  • Nitrate Level Algorithm:
    • Determines carbon dosing in fish tanks based on nitrate levels.
    • Flow diagram steps: Input nitrate level, series of conditions to decide dosing.
    • Equivalent pseudocode provided.

Common Flow Diagram Symbols

  • Terminal Symbol: Represents start/end of a process.
  • Process Symbol: Represents initialization, processing, or calculations.
  • Decision Symbol: Represents a decision point with yes/no, true/false outcomes.
  • Input/Output Symbol: Represents data input and output.
  • Subroutine Call Symbol: Represents calls to subroutines within the main program.
  • Line with Arrow: Represents control flow between shapes.

Key Takeaways

  • Skills in pseudocode and flow diagrams are crucial for theoretical exams.
  • Understanding different representations of the same algorithm.
  • Familiarity with flowchart symbols is essential for exams.