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ruby_algorithm_examples's Introduction

##Asymptotic Notation

  • Big 0 Notation - Represents the worst case scenario time required to accomplish a task
  • Example counting the number of characters in a string
    • O(n) - Counting the characters one by one. The time it takes will change with n or t the length of the string
    • O(1) - Storing the string in a variable and calling a length method. The size of the string wouldn't affect the time. Only the time of the method length which is assumed to be a constant amount of time.
    • 0(n^2) - The time required increases exponentially
    • 0(log n) - Example binary search

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