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Sorting Algorithm Benchmark

Overview

This project benchmarks the performance of two sorting algorithms: Shell Sort and Insertion Sort. The benchmarks measure the number of critical operations and the time taken to sort datasets of varying sizes. The results are presented in a report that includes averages and coefficients of variance for both the operation counts and the time measurements.

Features

  • Benchmarking: Measures the performance of Shell Sort and Insertion Sort on datasets of different sizes.
  • Data Generation: Creates random datasets for benchmarking.
  • Reporting: Generates detailed reports of the benchmarking results, including averages and coefficients of variance.

Project Structure

  • benchmark: Contains the core classes for benchmarking the sorting algorithms.
    • AbstractSort.java: Abstract class that defines the structure for sorting algorithms.
    • ShellSort.java: Implements the Shell Sort algorithm.
    • InsertionSort.java: Implements the Insertion Sort algorithm.
    • BenchmarkSorts.java: Runs the benchmarking process and records the results.
    • UnsortedException.java: Custom exception for handling unsorted arrays.
  • report: Contains the class for generating and displaying the benchmark report.
    • ReportGenerator.java: Reads the benchmark results and displays them in a table.

Usage

Prerequisites

  • Java Development Kit (JDK) installed
  • Git installed

Running the Benchmark

  1. Clone the repository:
    git clone https://github.com/levon-fischer/SortingAlgorithmBenchmark.git
    cd SortingAlgorithmBenchmark
  2. Compile and run the benchmarking program:
    javac benchmark/*.java
    java benchmark.BenchmarkSorts
  3. Generate and view the report:
    javac report/ReportGenerator.java
    java report.ReportGenerator
    

License

This project is licensed under the MIT License.

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