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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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 |
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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 |
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1822006444994592768 |