The Automatically Tuning System of Evaluation Function for Computer Chinese Chess
碩士 === 國立交通大學 === 資訊科學與工程研究所 === 98 === Chinese Chess is one of the most popular game in the world, computer Chinese Chess is important in computer artificial intelligence, computer evaluation function is a key factor for computer Chinese Chess, but the evaluation function is computed by a lot of pa...
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ndltd-TW-098NCTU53940022015-10-13T15:42:33Z http://ndltd.ncl.edu.tw/handle/28487816803999536961 The Automatically Tuning System of Evaluation Function for Computer Chinese Chess 電腦象棋審局評分自動調整系統 Kao, Wei-Lun 高暐倫 碩士 國立交通大學 資訊科學與工程研究所 98 Chinese Chess is one of the most popular game in the world, computer Chinese Chess is important in computer artificial intelligence, computer evaluation function is a key factor for computer Chinese Chess, but the evaluation function is computed by a lot of parameters, each parameter is needed to be set a value, the traditional method is to tune values of evaluation parameters continuously by people, it is time-consuming, laborious, and difficult to be precise. This thesis researches the evaluation function for computer Chinese Chess, we design a new automatically tuning system of evaluation function by genetic algorithm and statistical method, it tunes values of evaluation parameters automatically, and divides into different stages by chess game. The experiment results show the system increases the power of our computer Chinese Chess program. Wu, I-Chen 吳毅成 2009 學位論文 ; thesis 51 zh-TW |
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碩士 === 國立交通大學 === 資訊科學與工程研究所 === 98 === Chinese Chess is one of the most popular game in the world, computer Chinese Chess is important in computer artificial intelligence, computer evaluation function is a key factor for computer Chinese Chess, but the evaluation function is computed by a lot of parameters, each parameter is needed to be set a value, the traditional method is to tune values of evaluation parameters continuously by people, it is time-consuming, laborious, and difficult to be precise.
This thesis researches the evaluation function for computer Chinese Chess, we design a new automatically tuning system of evaluation function by genetic algorithm and statistical method, it tunes values of evaluation parameters automatically, and divides into different stages by chess game. The experiment results show the system increases the power of our computer Chinese Chess program.
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author2 |
Wu, I-Chen |
author_facet |
Wu, I-Chen Kao, Wei-Lun 高暐倫 |
author |
Kao, Wei-Lun 高暐倫 |
spellingShingle |
Kao, Wei-Lun 高暐倫 The Automatically Tuning System of Evaluation Function for Computer Chinese Chess |
author_sort |
Kao, Wei-Lun |
title |
The Automatically Tuning System of Evaluation Function for Computer Chinese Chess |
title_short |
The Automatically Tuning System of Evaluation Function for Computer Chinese Chess |
title_full |
The Automatically Tuning System of Evaluation Function for Computer Chinese Chess |
title_fullStr |
The Automatically Tuning System of Evaluation Function for Computer Chinese Chess |
title_full_unstemmed |
The Automatically Tuning System of Evaluation Function for Computer Chinese Chess |
title_sort |
automatically tuning system of evaluation function for computer chinese chess |
publishDate |
2009 |
url |
http://ndltd.ncl.edu.tw/handle/28487816803999536961 |
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