Dynamic Programming Solutions for Word Break and House Robber Problems
Word Break Problem
Given a string s and a ditcionary wordDict, determine if s can be segmented into space-sepaarted words from the dictionary.
Backtracking with Memoization
bool canSegment(const string& s, const unordered_set<string>& dict, vector<int>& memo, int pos) {
if(pos >= s.size()) return true;
if(memo ...
Posted on Thu, 15 Oct 2026 16:47:07 +0000 by _Alex_
Coin Change Problem: Finding Minimum Coins Using Dynamic Programming
Problem Statement
Given a integer array coins representing different coin denominations and an integer amount representing the target total, find the minimum number of coins needed to make up that amount. If it's impossible to form the amount with the given coins, return -1.
You have an unlimited supply of each coin denomination.
Examples
Examp ...
Posted on Wed, 14 Oct 2026 16:25:54 +0000 by remlabm
Programming Contest Solutions and Analysis
Contest Overview
Total Score: 290
Ranking: 3
Problems Solved: 2
Problem Solutions
Problem 1: Interview Screening
Score: 100
**Analysis:**This is a relatively straightforward problem that resembles bucket sorting. The key is to properly handle the conditional checks without mixing them up.
Implementation:
// Store possible outcomes
string result ...
Posted on Sun, 04 Oct 2026 16:07:53 +0000 by dswain
Optimized Dynamic Programming Solution for Missile Interception Problem
Problem Summary
We are given a sequence of n missiles, each defined by two attributes: height h[i] and speed v[i]. A missile can intercept another if its height and speed are both less than or equal to the target's. We are to calculate the probability of each missile being part of a longest non-increasing subsequence (LNDS), assuming we randoml ...
Posted on Tue, 29 Sep 2026 16:05:36 +0000 by scottbarry
Algorithmic Solutions: Dynamic Programming, Segment Trees, and Greedy Approaches
Description:
In the Kingdom of Caima, there is a peculiar prison with P cells arranged in a linear fashion, where cell i is adjacent to cell i+1 (except for the last cell). Currently, all cells are occupied. An order has been issued to release one person from a specified list each day. The P prisoners in the cells can communicate with each othe ...
Posted on Mon, 28 Sep 2026 16:07:43 +0000 by electronish
Algorithmic Solutions for Codeforces Round 1068
A. Sleeping Through Classes
This problem can be solved using a brute-force approach. Given the constraints, iterating through all possible scenarios or simulating the process directly will yield the correct solution within the time limit.
B. Niko's Tactical Cards
The optimal strategy for this problem involves dynamic programming. By sorting the ...
Posted on Sun, 27 Sep 2026 16:29:03 +0000 by ready2drum
Competitive Programming Solutions: Mathematical Functions, Matrix Operations, Bracket Sequences, and Graph Construction
Mathematical Function Analysis
For the first problem, we need to compute a sum based on a specific function f(x). The key insight is recognizing that f(x) = y when the least common multiple of numbers 1 through y-1 divides x, but y does not divide x.
Using the inclusion-exclusion principle, we can calculate the count of numbers satisfying these ...
Posted on Sat, 26 Sep 2026 16:49:13 +0000 by mashnote
Dynamic Programming Patterns for Subsequence and Substring Problems
Given an array, find the length of the longest subsequence where elements are in strictly increasing order.
int longestIncreasingSubsequence(vector<int>& arr) {
int n = arr.size();
vector<int> dp(n, 1);
for (int i = 1; i < n; ++i) {
for (int k = 0; k < i; ++k) {
if (arr[i] > arr[k]) {
...
Posted on Sat, 26 Sep 2026 16:44:02 +0000 by JDcrack
Dynamic Programming Path Problems: From Grid Traversal to Minimum Health Requirements
A robot starts at the top-left corner of an m × n grid and must reach the bottom-right corner. It can only move right or down. How many distinct paths exist?
Use dynamic programming where dp[i][j] reprseents the number of ways to reach cell (i, j) from the origin.
Transition: dp[i][j] = dp[i-1][j] + dp[i][j-1]
Base case: Initialize dp[0][1] = 1 ...
Posted on Sat, 26 Sep 2026 16:23:47 +0000 by leoden
Insect Population Growth: Recursive and Dynamic Programming Solutions
Insect Population Growth Problem
Time Limit: C/C++ 1000ms, Other Languages 2000ms
Memory Limit: C/C++ 256MB, Other Languages 512MB
Problem Description
Scientists in a tropical forest have discovered a special insect species with remarkable reproductive capabilities. Each pair of adult insects produces y pairs of eggs after x months. Each pair o ...
Posted on Wed, 23 Sep 2026 16:24:21 +0000 by silverphpd