The complexity of real recursive functions

被引:0
|
作者
Campagnolo, ML [1 ]
机构
[1] Univ Tecn Lisboa, DM ISA, P-1349017 Lisbon, Portugal
关键词
continuous-time computation; differential equations; recursion theory; computational complexity;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We explore recursion theory on the reals, the analog counterpart of recursive function theory. In recursion theory on the reals, the discrete operations of standard recursion theory are replaced by operations on continuous functions, such as composition and various forms of differential equations. We define classes of real recursive functions, in a manner similar to the classical approach in recursion theory, and we study their complexity. In particular, we prove both upper and lower bounds for several classes of real recursive functions, which lie inside the primitive recursive functions and, therefore, can be characterized in terms of standard computational complexity.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 50 条
  • [1] Real recursive functions and real extensions of recursive functions
    Bournez, O
    Hainry, E
    [J]. MACHINES, COMPUTATIONS, AND UNIVERSALITY, 2005, 3354 : 116 - 127
  • [2] COMPLEXITY OF COMPUTATIONS OF RECURSIVE FUNCTIONS
    KRATKO, MI
    YATSISHIN, YV
    [J]. DOPOVIDI AKADEMII NAUK UKRAINSKOI RSR SERIYA A-FIZIKO-MATEMATICHNI TA TECHNICHNI NAUKI, 1987, (02): : 17 - 20
  • [3] Path Complexity of Recursive Functions
    Pregerson, Eli
    [J]. 2023 IEEE/ACM 45TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS, ICSE-COMPANION, 2023, : 308 - 310
  • [4] COMPLEXITY CLASSES OF PARTIAL RECURSIVE FUNCTIONS
    ROBERTSON, EL
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1974, 9 (01) : 69 - 87
  • [5] On the intrinsic complexity of learning recursive functions
    Jain, S
    Kinber, E
    Papazian, C
    Smith, C
    Wiehagen, R
    [J]. INFORMATION AND COMPUTATION, 2003, 184 (01) : 45 - 70
  • [6] COMPLEXITY CLASSES OF PROVABLE RECURSIVE FUNCTIONS
    GORDON, D
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1979, 18 (03) : 294 - 303
  • [7] Beyond Recursive Real Functions
    Department of Computer Science, University of Chicago, 1100 East 58th Street, Chicago, IL 60637, United States
    不详
    [J]. Inf Comput, 2 (113-126):
  • [8] Beyond recursive real functions
    Ho, CK
    [J]. INFORMATION AND COMPUTATION, 1996, 124 (02) : 113 - 126
  • [9] Real recursive functions and their hierarchy
    Mycka, J
    Costa, JF
    [J]. JOURNAL OF COMPLEXITY, 2004, 20 (06) : 835 - 857
  • [10] Recursive analysis characterized as a class of real recursive functions
    Bournez, Olivier
    Hainry, Emmanuel
    [J]. FUNDAMENTA INFORMATICAE, 2006, 74 (04) : 409 - 433