Optimizing Counting of Unique Item Sets in Train Compartments

Problem Statement A train has n compartments numbered from 1 to n. Each compartment requires a set of items, where item numbers range from 1 to m. A vendor named Alice is assigned to any continuous sequence of compartments to sell goods. For any such sequence, she must prepare all items required by those compartments and create a unique chant f ...

Posted on Mon, 07 Sep 2026 16:18:29 +0000 by visualAd

Solution Set for the 2023 SMU RoboCom-CAIP Selection Contest

Problem A: Maximum Value Boundary Analysis In this problem, we need to calculate the sum of counts $f(k)$ for pairs $(i, j)$ that satisfy specific boundary conditions related to two arrays $A$ and $B$. Let $f(k)$ represent the number of valid pairs where the second index $j$ equals $k$. We define $last\_k$ as the index where the maximum value o ...

Posted on Fri, 04 Sep 2026 16:45:03 +0000 by dhaselho

Optimizing C++ I/O Operations and Sorting Techniques

Improving C++ I/O Performance In C++, there are two primary methods for input and output operations: the C-style functions (scanf and printf) and the C++ stream-based methods (cin and cout). When using the universal header file <iostream>, these approaches can be used interchangeably. Although C++ inherits similarities from C, the stream- ...

Posted on Fri, 04 Sep 2026 16:13:24 +0000 by magi

Minimum Distance to Deliver All Orders in a Tree Network

In a tree-structured neighborhood where the root represents the delivery station, a courier must visit all requested delivery nodes at least once. The goal is to compute, after each new delivery request, the shortest total distance required to deliver all orders so far—without needing to return to the root. The key insight is that traversing al ...

Posted on Thu, 03 Sep 2026 16:29:39 +0000 by Fritz.fx

Maximum Size Set with No Fixed Differences

Problem Statement Given three positive integers $n$, $x$, and $y$, we need to find the maximum size of a set $S$ satisfying: $S \subseteq {1, 2, \ldots, n}$ For any $a \in S$ and $b \in S$, $|a - b| \neq x$ and $|a - b| \neq y$ Output the maximum possible cardinality of $S$. Constraints: $1 \leq n \leq 10^9$, $1 \leq x, y \leq 22$ Observation ...

Posted on Wed, 02 Sep 2026 16:43:33 +0000 by mark bowen

Efficiently Counting Specific 4-Tuples from Input Triplets

This article addresses the problem of identifying and counting specific 4-tuples based on a given set of 3-tuples. Given a collection of M three-element tuples (a, b, c), the objective is to determine the total number of distinct 4-element tuples (x, y, z, w) that satisfy the following conditions: (x, y, z) is one of the input 3-tuples. The 3- ...

Posted on Wed, 02 Sep 2026 16:14:32 +0000 by PhilGDUK

Advanced Algorithmic Solutions in Competitive Programming

T1: Data Generation Analysis Problem The first problem initially appeared to be a three-dimensional partial ordering challenge, but the constraints suggested a different approach. The key insight came from examining the data generator closely, as the problem statement hinted that the generation method was crucial for solving it. Analyzing the d ...

Posted on Tue, 01 Sep 2026 16:21:01 +0000 by adeelahmad

Temporal Interval Management for Epidemic Risk Tracking in C++

Efficient simulation of epidemic tracking systems requires careful container selection to manage temporal data and regional states. The core architecture relies on a custom structure for movement logs and associative arrays for trackign hazardous zones. struct TravelRecord { int day; int user_id; int location; }; std::vector<Tra ...

Posted on Mon, 31 Aug 2026 16:37:48 +0000 by Kingy

Programming Contest Problem Solutions: July 15, 2024

Problem 1: CF1607E A straightforward problem that can be solved through direct simulation of the given process. The solution involves implementing the described algorithm step by step without requiring complex data structures or optimizations. Problem 2: CF1614C The solution leverages bitwise operations and segment trees to efficiently compute ...

Posted on Sat, 29 Aug 2026 16:48:55 +0000 by sava

Competitive Programming Techniques and Problem Analysis

Codeforces 1017D - Binary String Query Complexity: $\mathcal{O}((4^n+q) \log n)$ Distinct binary strings are limited to $2^n$. Precomputing distances between pairs allows for binary search queries. Codeforces 1080F - Colorful Graph Approach: Persistent Segment Tree / Sweep Line Treat this as a data structure challenge. By sweeping the right end ...

Posted on Fri, 28 Aug 2026 16:14:17 +0000 by CodeMama