Algorithm Contest Preparation: Key Problem Patterns and Solutions
Preparation Strategy
Prior to a major algorithm competition, it is beneficial to maintain momentum by solving medium-difficulty problems within a time limit. This approach helps reinforce template usage and sharpens intuition without exhausting mental resources. The following selection covers common patterns including simulation, sorting, strin ...
Posted on Sat, 22 Aug 2026 16:48:30 +0000 by andrew_ww
Efficient Fixed-Window Array Aggregation Using Prefix Sums
Algorithmic Analysis
The core requirement involves accumulating the totals of every contiguous segment of length $m$ within a sequence of $n$ integers. A straightforward nested loop approach computes each window independently, yielding $O(n \cdot m)$ operations. With constraints reaching $10^6$, this quadratic scaling triggers timeout errors. L ...
Posted on Sat, 22 Aug 2026 16:45:48 +0000 by kronikel
Solutions to Competitive Programming Problems
Problem A: Graph Coloring
We are given an integer n and need to color the integers from 1 to n. The constraint is that for any two integers i and j where i < j, if their difference j - i is a prime number, they must have differant colors. The goal is to use the minimum number of colors possible and provide a valid coloring scheme.
For n > ...
Posted on Wed, 19 Aug 2026 16:36:35 +0000 by cool30
Tree-Based Capacity Constraints and Segment Tree Permutation Optimization
The solution to the first problem hinges on a capacity threshold observation regarding subtrees relative to a target node. If the aggregate capacity of all subtrees excluding the target exceeds a specific bound, the second player can guarantee allocating at least half of the operations outside the target subtree. This lower bound is tight when ...
Posted on Fri, 14 Aug 2026 16:43:45 +0000 by Ravrflavr
Segment Tree Implementation for Maximum Subarray Sum Queries
Given an array of n elements arr_1, arr_2, ..., arr_n, support q operations:
Type 1: Update arr_x = value
Type 2: Query maximum subarray sum in range [l, r]
Information to Maintain
To solve this problem using divide and conquer, we need to determine what information can be merged to compute the required result.
The maximum subarray sum in a r ...
Posted on Wed, 12 Aug 2026 16:32:02 +0000 by ph3n0m
Blue Bridge Cup 2019 Provincial A: Takeout Shop Priority
In the "Bao Le Me" food delivery system, there are N restaurents numbeerd from 1 to N. Each restaurant has a priority value that starts at 0 at time 0.
For every time unit:
If a restaurant receives no orders, its priority decreases by 1, but never goes below 0.
If it receives one or more orders, its priority increases by 2 per order. ...
Posted on Wed, 12 Aug 2026 16:17:15 +0000 by calbolino
Algorithmic Solutions to AtCoder Beginner Contest 057
Problem A: 24-Hour Time Calculation
Given the current time $A$ and a duration $B$ in hours, the task is to determine the start time of an event using a 24-hour clock format. Since the clock cycles every 24 hours, the solution involves a simple modular arithmetic operation.
The resulting time is calculated as $(A + B) \pmod{24}$.
#include < ...
Posted on Mon, 10 Aug 2026 16:46:33 +0000 by Jimmy_uk
Efficient Subarray Range Sum Calculation Using Monotonic Stacks
The objective is to evaluate the following double summation for a sequence $A$ of length $N$:
$$ \sum_{L=0}^{N-1} \sum_{R=L}^{N-1} \left( \max_{k \in [L, R]} A[k] - \min_{k \in [L, R]} A[k] \right) $$
A brute-force enumeration of all contiguous segments results in quadratic or cubic complexity, which is insufficient for large inputs. Two linear ...
Posted on Sun, 09 Aug 2026 16:35:03 +0000 by jhlove
Essential Algorithm Templates for Competitive Programming
Sorting Algorithms
Quick Sort (Manual Implementation)
#include <bits/stdc++.h>
using namespace std;
typedef long long ll;
const int MAXN = 100010;
ll arr[MAXN];
int n;
void quickPartition(int left, int right) {
if (left >= right) return;
int pivotIdx = (left + right) / 2;
ll pivotVal = arr[pivotIdx];
int i = left ...
Posted on Sun, 09 Aug 2026 16:16:01 +0000 by godyn
Solving AtCoder Beginner Contest 356 Problems
Problem A: Array Segment Reversal
Given an array of integers from 1 to n, reverse a specified segment between indices l and r.
#include <iostream>
#include <algorithm>
using namespace std;
int main() {
int n, l, r;
cin >> n >> l >> r;
int arr[n+1];
for(int i=1; i<=n; i++) arr[i] = i;
reverse ...
Posted on Sat, 08 Aug 2026 17:00:05 +0000 by Buchead