Journal of Guangxi Normal University(Natural Science Edition) ›› 2011, Vol. 29 ›› Issue (2): 119-124.

Previous Articles     Next Articles

Researching and Programming of Computer Games Using Artificial Neural Networks

ZHANG Ren-jin1,2, TANG Cui-fang1, LIU Bin1,2   

  1. 1.School of Mathematics and Computer Science,Guizhou Normal University,Guiyang Guizhou 550001,China;
    2.Institute of Multimedia CAI,Guizhou Normal University,Guiyang Guizhou 550001,China
  • Received:2011-05-10 Published:2018-11-19

Abstract: Computer games are the results of the development ofhigh technology.Whether a computer game success or not is attribute to the corealgorithms.The new theories and algorithms should be applied to the research anddevelopment of computer games in order to offer game players move fun and raistheir interests in games.The Artificial Intelligence (AI) programming takes a decisive role on availability of game-play.On the basis of analyzing game software structure,this paper emphasizes on applying ANNs theoryand its study and prediction technology to the improvement of game software.In addition,it also discusses the design of computergames with predictive control,and the application of C++ and MATLAB in someexperiments of games.

Key words: computer games, AI, machine learning, training set, intelligence game, ANNs

CLC Number: 

  • TP18
[1] BUCKLAND M.游戏编程中的人工智能技术[M].班晓娟,艾迪明,译.北京:清华大学出版社,2006.
[2] 耿卫东,陈为.计算机游戏程序设计[M].2版.北京:电子工业出版社,2009.
[3] FUNGE J d.Artificial intelligence for computer games:an introduction[M].New York:PETERS A K,Ltd,2004.
[4] 王耀南.智能信息处理技术[M].北京:高等教育出版社,2003.
[5] 约翰·霍兰.涌现Emergence从混沌到有序[M].陈禹,译.上海:上海科学技术出版社,2006.
[6] 鲁娟娟,陈红.BP神经网络的研究进展[J].控制工程,2006,13(5):449-451.
[7] 李会民,张仁津.基于改进BP网络的车牌字符识别方法研究[J].计算机工程与设计,2010,31(3):619-621.
[8] 董戎萍,唐伯良.基于DCT-BP神经网络的人脸表情识别[J].微计算机信息,2005,21(10):142-144.
[9] 胡斓,夏利民.基于BoostingRBF神经网络的人脸年龄估计[J].计算机工程,2006,32(19):199-201.
[10] 刘倩,熊丽荣.基于人工神经网络算法对水稻需水量的预测[J].华中农业大学学报,2007,26(6):885-887.
[11] 张礼兵,金菊良,程吉林,等.基于人工神经网络的模型择优预测方法及应用[J].水力发电学报,2007,26(6):12-16.
[12] 唐朝伟,何国田,徐昌彪,等.神经网络在采煤工作面瓦斯涌出量预测中的应用[J].计算机应用,2007,27(12):202-204.
[13] 高琴.人工神经网络在股市预测模型中的应用[J].微电子与计算机,2007,24(11):147-151.
[14] 李瑞敏,陆化普,史其信.基于神经网络的路口交通流转向比预测[J].西南交通大学学报,2007,42(6):743-747.
[15] HASTIC T,TIBSHIRANI R,FRIEDMAN J.统计学习基础[M].范明,柴玉梅,译.北京:电子工业出版社,2005.
[1] JIAO Mengqian, PENG Ruyue, HUANG Wentao, JIANG Guirong. Random Response of Rolling Motion of Delta Wing Aircraft under External and Parametric Excitations [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(5): 34-41.
[2] XU Yilan, ZHONG Dandan, DU Xuesong, XIE Yandong, LIU Jingjie, SUN Yue, BIN Shiyu. Correlation Analysis of Polymorphism and Its Cold Tolerance Traits TCP-1-eta Gene of GIFT Tilapia (Oreochromis niloticus) [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(5): 112-117.
[3] LIN Jianzhong, LI Shengqiang, WANG Guohai, SHI Zepan, LIU Jia, WANG Zhenxing, ZHOU Qihai. Comparison of Hectare and Kilometer Grid Sampling Strategy with Camera Traps: a Case Study in Nonggang National Nature Reserve, China [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(3): 92-103.
[4] WANG Han, WANG Xu’an, ZHOU Neng, LIU Yudong. Blockchain-based Public Verifiable Scheme for Sharing Data [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(2): 1-7.
[5] CHEN Xiong, ZHU Yu, FENG Ke, YU Tongwei. Identity Authentication of Power System Safetyand Stability Control Terminals Based on Blockchain [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(2): 8-18.
[6] ZHANG Yongsheng, ZHU Wenjun, SHI Ruoqi, DU Zhenhua, ZHANG Rui, WANG Zhi. A Confidence-guided Hybrid Android Malware DetectionSystem with Multiple Heterogeneous Algorithms [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(2): 19-28.
[7] ZHANG Jie, LI Xiaojun. Existence of Uniform Random Attractor for NonautonomousStochastic Reaction-diffusion Equations on Unbounded Domains [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(2): 134-143.
[8] LI Feiyu, WENG Xiaoxiong, YAO Shushen. Research on the Scaling Law Based on the Travel Time Interval of Passengers’ Group [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(1): 1-9.
[9] XIANG Qinqin, LIAO Zhixian, LI Tinghui, JIANG Pinqun, HUANG Guoxian. Research on Modeling and Control of Photovoltaic Microgrid Inverter under Random Disturbance of Power Grid [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(1): 19-25.
[10] SHE Lianbing, GAO Yunlong. Backward-compact Dynamics for Non-autonomous Navier-Stokes Equations on Unbounded Domains [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(1): 41-46.
[11] HE Mingxian, XU Shulin, LI Shilin, LUO Shuyi, YANG Chunsheng,CHENG Rui, WU Zhengjun. Correlation between Locomotor Performance and Body Measurements of Captive Breeding Shinisaurus crocodilurus [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(1): 120-126.
[12] WU Ranxin, YU Tailin, FENG Changzhang, MA Yujun, ZHANG Gang. Diversity of Migratory Birds in Jiuwan Mountain, Guangxi, China [J]. Journal of Guangxi Normal University(Natural Science Edition), 2020, 38(1): 140-148.
[13] ZOU Yanli, WANG Yang, LIU Shusheng, YAO Fei. Study of Cascading Failure in the Grid under the Capacity Load Model with Neighbors Degree Information [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(4): 27-36.
[14] GUO Jun, CHEN Dan, ZHU Chan, TANG Zongxiang. Analgesic Effect and Analgesic Mechanism of Angelica dahurica Extracts [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(4): 103-110.
[15] LI Xu, HE Qian, BAI Bing , ZHOU Wei. Revision of Fish Habitat Suitability and Consideration on Fish Habitat Selection in Hengduan Mountain Area, China [J]. Journal of Guangxi Normal University(Natural Science Edition), 2019, 37(4): 111-118.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!