DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY

Badminton is a quite popular sport in Indonesia. However, comprehensive research on badminton is not as much as other sports. One of the interesting things to study in badminton is a selection of hitting strategies. The basic shots in badminton consist of service shots and non-service shots. Serv...

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Main Author: Umar, Muhammad
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/70913
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:70913
spelling id-itb.:709132023-01-25T08:33:02ZDETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY Umar, Muhammad Indonesia Final Project badminton, basic shots, normal form game, extensive form game, linear programming, backward induction INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/70913 Badminton is a quite popular sport in Indonesia. However, comprehensive research on badminton is not as much as other sports. One of the interesting things to study in badminton is a selection of hitting strategies. The basic shots in badminton consist of service shots and non-service shots. Service shot is the opening shot in each point. Choosing the right service and non-service strategy could increase the chances of winning in badminton matches. In this final project, a shots recommendation model and a model for determining service strategy and service response are formed. The shots recommendation model is constructed using a normal form game, while the serving strategy determination model is constructed using a normal form game and an extensive form game on game theory. The models that have been made are solved by searching for the best response, saddle point, and subgame perfect equilibrium using linear programming approach and backward induction. Simulations are carried out using data from four matches between Tai Tzu Ying and Ratchanok Intanon. The results obtained are in the form of recommendations for each player's shots in response to each type of opponent's shots, as well as service strategy and service responses recommendations that must be taken by each player. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Badminton is a quite popular sport in Indonesia. However, comprehensive research on badminton is not as much as other sports. One of the interesting things to study in badminton is a selection of hitting strategies. The basic shots in badminton consist of service shots and non-service shots. Service shot is the opening shot in each point. Choosing the right service and non-service strategy could increase the chances of winning in badminton matches. In this final project, a shots recommendation model and a model for determining service strategy and service response are formed. The shots recommendation model is constructed using a normal form game, while the serving strategy determination model is constructed using a normal form game and an extensive form game on game theory. The models that have been made are solved by searching for the best response, saddle point, and subgame perfect equilibrium using linear programming approach and backward induction. Simulations are carried out using data from four matches between Tai Tzu Ying and Ratchanok Intanon. The results obtained are in the form of recommendations for each player's shots in response to each type of opponent's shots, as well as service strategy and service responses recommendations that must be taken by each player.
format Final Project
author Umar, Muhammad
spellingShingle Umar, Muhammad
DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY
author_facet Umar, Muhammad
author_sort Umar, Muhammad
title DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY
title_short DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY
title_full DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY
title_fullStr DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY
title_full_unstemmed DETERMINATION OF BADMINTON SHOTS STRATEGY USING GAME THEORY
title_sort determination of badminton shots strategy using game theory
url https://digilib.itb.ac.id/gdl/view/70913
_version_ 1822006444994592768