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codeproblems's Introduction

introductionToAlgorithms

My Solutions and answers to exercise questions in "Introduction to Algorithms" 3rd Edition

For Datastructures/Algorithms

  1. Short summary of what is is
  2. Why you use it
  3. Pros
  4. Cons
  5. Example (Code snippet)

Arrays

Description: A list

Pros:

  1. Allows Random Access
  2. Can be sorted
  3. Mutable
  4. Easily convert to string

Cons:

  1. Insertion and Deletion are costly because the array must reindexed

Example:

var removeElement = function(nums, val) {
    //Splice out value
    for (let i = nums.length; i >= 0; i--) {
        if (nums[i] === val) {
            nums.splice(i, 1);
        }
    }
    return nums.length;
};

Hash

Description: Object used to store the frequency of items

Pros

  1. Constant time loop up if you have the key vs array.includes
  2. Can use array methods on Object.keys()
  3. Store, acces, and delete data
  4. Caches

Cons

  1. Hashed collisions - Two separate values could create the same hash value.

Example

var intersect = function(nums1, nums2) {
    let hash = {};
    for (let num of nums1) {
        hash[num] = (hash[num] || 0) + 1;
    }
    let results = [];
    for (let num of nums2) {
        if (hash[num]) {
            hash[num]--;
            results.push(num);
        }
    }
    return results;
};

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