SmartSort Visualizer: Interactive Tool for Optimal Data Sorting and Algorithm Recommendation

SmartSort Visualizer, integrating Data Structures and Algorithms with Java, offers a tool for sorting and algorithm analysis. Users can choose from various algorithms, including Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Radix Sort, Heap Sort, Shell Sort, and Quick Sort, to visualize the sorting process for integers, doubles, and strings. It operates in two modes: Sorting Visualization, which shows how algorithms sort data in ascending or descending order, and Optimal Sorting Method, which recommends the best algorithm based on performance metrics. This paper introduces a novel sorting recommendation system that evaluates the efficiency of algorithms in real-time, offering the best option for both ascending and descending orders.

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Publication Details

Published
2024-11-07
DOI
https://doi.org/10.1109/csitss64042.2024.10816745
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
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Abstract

SmartSort Visualizer, integrating Data Structures and Algorithms with Java, offers a tool for sorting and algorithm analysis. Users can choose from various algorithms, including Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Radix Sort, Heap Sort, Shell Sort, and Quick Sort, to visualize the sorting process for integers, doubles, and strings. It operates in two modes: Sorting Visualization, which shows how algorithms sort data in ascending or descending order, and Optimal Sorting Method, which recommends the best algorithm based on performance metrics. This paper introduces a novel sorting recommendation system that evaluates the efficiency of algorithms in real-time, offering the best option for both ascending and descending orders.

Amrita Vishwa Vidyapeetham (IN)
Openalex Percentile: Top 73%
Parallel Computing and Optimization Techniques
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