A perspective on symbolic mathematical computing and artificial intelligence

被引:4
|
作者
Calmet, J [1 ]
Campbell, JA [1 ]
机构
[1] UNIV LONDON UNIV COLL,DEPT COMP SCI,LONDON WC1E 6BT,ENGLAND
关键词
Knowledge Representation; Mathematical Knowledge; Computer Algebra System; Qualitative Reasoning; Cylindrical Algebraic Decomposition;
D O I
10.1023/A:1018920108903
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The nature and history of the research area common to artificial intelligence and symbolic mathematical computation are examined, with particular reference to the topics having the greatest current amount of activity or potential for further development: mathematical knowledge-based computing environments, autonomous agents and multiagent systems, transformation of problem descriptions in logics into algebraic forms, exploitation of machine learning, qualitative reasoning, and constraint-based programming. Knowledge representation, for mathematical knowledge, is identified as a central focus for much of this work. Several promising topics for further research are stated.
引用
收藏
页码:261 / 277
页数:17
相关论文
共 50 条
  • [1] A perspective on symbolic mathematical computing and artificial intelligence
    J. Calmet
    J.A. Campbell
    [J]. Annals of Mathematics and Artificial Intelligence, 1997, 19 : 261 - 277
  • [2] A Revisited Perspective on Symbolic Mathematical Computing and Artificial Intelligence
    Calmet, Jacques
    Campbell, John A.
    [J]. INTELLIGENT COMPUTER MATHEMATICS, 2010, 6167 : 14 - +
  • [3] OPTICAL ARTIFICIAL-INTELLIGENCE AND SYMBOLIC COMPUTING - AN INTRODUCTION
    EICHMANN, G
    CAULFIELD, HJ
    KADAR, I
    [J]. APPLIED OPTICS, 1987, 26 (10): : 1827 - 1828
  • [4] An artificial intelligence perspective on autonomic computing policies
    Kephart, JO
    Walsh, WE
    [J]. FIFTH IEEE INTERNATIONAL WORKSHOP ON POLICIES FOR DISTRIBUTED SYSTEMS AND NETWORKS, PROCEEDINGS, 2004, : 3 - 12
  • [5] Mathematical Foundation of Cognitive Computing Based Artificial Intelligence
    Gergely, Tamas
    Ury, Laszlo
    [J]. ARTIFICIAL INTELLIGENCE, 2019, 11866 : 29 - 64
  • [6] Research on Art of Artificial Intelligence from the Perspective of Symbolic Aesthetics
    Qi, Weiying
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON ART STUDIES: SCIENCE, EXPERIENCE, EDUCATION (ICASSEE 2019), 2019, 368 : 642 - 644
  • [7] Edge Computing with Artificial Intelligence: A Machine Learning Perspective
    Hua, Haochen
    Li, Yutong
    Wang, Tonghe
    Dong, Nanqing
    Li, Wei
    Cao, Junwei
    [J]. ACM COMPUTING SURVEYS, 2023, 55 (09)
  • [8] The Security and Privacy of Mobile-Edge Computing: An Artificial Intelligence Perspective
    Wang, Cheng
    Yuan, Zenghui
    Zhou, Pan
    Xu, Zichuan
    Li, Ruixuan
    Wu, Dapeng Oliver
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (24) : 22008 - 22032
  • [9] Neuro-symbolic artificial intelligence
    Sarker, Md Kamruzzaman
    Zhou, Lu
    Eberhart, Aaron
    Hitzler, Pascal
    [J]. AI COMMUNICATIONS, 2021, 34 (03) : 197 - 209
  • [10] Abstracting symbolic matricesSpecial issue on artificial intelligence and symbolic computation
    Randa Almomen
    Alan P. Sexton
    Volker Sorge
    [J]. Annals of Mathematics and Artificial Intelligence, 2012, 64 : 343 - 368