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Integrated Compensatory Responses in a Human Model of Hemorrhage
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Player-aware resource compensation in interrupted cricket matches.

Salam Zia1, Hannan Bin Liaqat1, Hafiz Usman Zia1

  • 1Department of Information Technology, University of Gujrat, Gujrat, Pakistan.

Peerj. Computer Science
|May 2, 2022
PubMed
Summary

The Duckworth-Lewis-Stern (DLS) method for cricket resource compensation is improved by a new Player-aware Resource Compensation in Interrupted Cricket Matches (PRCICM) model. PRCICM dynamically adjusts resources based on team history, players, and venue for fairer play.

Keywords:
CricketOR in sportsRegressionResource compensationSports

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Area of Science:

  • Sports Analytics
  • Cricket
  • Mathematical Modeling

Background:

  • The International Cricket Council (ICC) employs the Duckworth-Lewis-Stern (DLS) method for resource compensation in interrupted cricket matches.
  • The DLS method, an upgrade of the Duckworth-Lewis (D/L) method, utilizes a generic resource table, disregarding team-specific factors like past performance, venue, and player composition.

Purpose of the Study:

  • To introduce a novel method, Player-aware Resource Compensation in Interrupted Cricket Matches (PRCICM), for dynamic resource allocation in interrupted cricket games.
  • To address the limitations of the DLS method by incorporating team-specific variables for more equitable resource compensation.

Main Methods:

  • The PRCICM model dynamically allocates resources by considering each team's historical resource usage.
  • It integrates match-specific data, including the venue and the players participating in the game.
  • This approach eliminates the reliance on generalized scoring patterns, favoring a player-driven strategy.

Main Results:

  • PRCICM provides a dynamic and team-specific approach to resource compensation, unlike the static DLS method.
  • The model accounts for variations in team formations and playing strategies.
  • It enables teams to strategize more effectively by aligning play with their strengths and the allocated resources.

Conclusions:

  • The proposed PRCICM method offers a more appropriate and equitable solution for resource compensation in interrupted cricket matches.
  • By adopting a player-aware and team-specific strategy, PRCICM enhances fairness and strategic depth in cricket.
  • This innovative approach moves beyond generic models to accommodate the unique dynamics of each match.