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fuzzy-chainsaw-algo's Introduction

NOTES

STRINGS

  • Continuous string combinations formula n*(n+1)/2.
  • strtok() can be used to get delimiter seperated strings.

DYNAMIC PROGRAMMING

  • Use static allocation for dp grid. eg static int dp[5001][5001];
  • General formula for n-steps problem dp[i] = dp[i-1] + dp[i-2] + dp[i-3] + ...... + dp[i-n];.
  • The important point is that top-down = recursive and bottom-up = iterative.

BINARYSEARCH

  • Effective way to search in a sorted array. O(log n) time.
  • Steps to solve Binary Search Problem.
  • Find if the problem shows a monotonic nature.
  • MONOTONIC FUNCTIONS := Functions that are either non-increasing or non-decreasing.
  • Find a Search Space. Mostly in problems the search space is not easly observable.
  • SEARCH SPACE := space of values where the function can be optimized.
  • search space should be monotonic to solve a problem using Binary Search.
  • EX := Finding the root of the number, aggressive cow etc.

LINKEDLIST

TREES

GREEDY

STACKS

HASHMAP

DICTIONARIES

GRAPHS

QUEUES

BACKTRACKING

RECURSION

SORTING

SEARCH

MISCELLANEOUS

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