Analysis of the Features

This page contains the individual analysis of the features selected in the paper "A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research", submitted to ACM Computing Surveys.

Each feature is analyzed separately, and the results are presented in the following interactive charts. Each chart has controls that allow the user to inspect values by hovering the mouse over the data. The treemap and icicle charts also allow the user to filter the data by clicking on each block.

The data used in this analysis is available in the project repository.

Interactive Charts

Hover over data points for details. You can zoom on scatter plots by dragging.

Quality Metrics Distributions

Violin plots of the SS (Quality of Study) and SR (Quality of Reporting) values. Black dots represent outliers; the black dashed line shows the median.

Distribution of Study Quality (SS) Counts

Bar chart showing the count distribution of study quality scores.

Distribution of Reporting Quality (SR) Counts

Bar chart showing the count distribution of reporting quality scores.

Type of Approach Distribution

Analysis of studies categorized by their type of approach (Classical, Quantum, or Hybrid).

Real Quantum Computer Usage

Studies using real quantum computers versus simulators and quantum-inspired approaches.

Type of Quantum Computer

Distribution of studies by quantum computing approach (gate-based, annealing, etc.).

Publication Source Distribution

Studies categorized by their publication source (journals, conferences, workshops).

Algorithm Analysis by Name

Frequency distribution of algorithms used across selected studies.

Publication Year Analysis

Temporal analysis showing the distribution of studies across publication years.

Industry Sectors (Treemap View)

Hierarchical view of industry sectors addressed in the studies using a treemap visualization.

Industry Sectors (Icicle View)

Hierarchical view of industry sectors addressed in the studies using an icicle chart.