On the time complexity of an algorithm

The difficulty of estimation the time complexity of an algorithm in the worst case is not always the same as the mathematical complexity of the solved task. In this paper we demonstrate a mathematically clear task proposed in a programming contest for Grade 6 students. The task has efficient algorithmic solution but estimation of its time complexity in the worst case is really difficult. We provide corresponding reasoning of the estimated complexity and propose some explanation of it understandable for pupils of that age.

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Publication Details

Journal
Mathematics and Informatics
Published
2024-08-30
DOI
https://doi.org/10.53656/math2024-4-2-ont
Primary Topic
Computability, Logic, AI Algorithms
Type
article
Field-Weighted Citation Impact
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article

On the time complexity of an algorithm

Krassimir Manev
Mathematics and Informatics
Computability, Logic, AI Algorithms
article

On the time complexity of an algorithm

Krassimir Manev
article en

Abstract

The difficulty of estimation the time complexity of an algorithm in the worst case is not always the same as the mathematical complexity of the solved task. In this paper we demonstrate a mathematically clear task proposed in a programming contest for Grade 6 students. The task has efficient algorithmic solution but estimation of its time complexity in the worst case is really difficult. We provide corresponding reasoning of the estimated complexity and propose some explanation of it understandable for pupils of that age.

Mathematics and InformaticsVol. 67(4)
Openalex Percentile: Top 67%
Computability, Logic, AI Algorithms
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On the time complexity of an algorithm — Krassimir Manev · Mathematics and Informatics (2024) | TGRS Research Map | TGRS