An Online Tool for Tuning Fuzzy Logic Programs

被引:9
作者
Moreno, Gines [1 ]
Riaza, Jose A. [1 ]
机构
[1] Univ Castilla La Mancha, Dept Comp Syst, Albacete 02071, Spain
来源
RULES AND REASONING | 2017年 / 10364卷
关键词
Fuzzy logic programming; Symbolic execution; Tuning;
D O I
10.1007/978-3-319-61252-2_13
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper we are concerned with a fuzzy logic language where program rules extend the classical notion of clause by adding fuzzy connectives and truth degrees on their bodies. In this work we describe an efficient online tool which helps to select such operators and weights in an automatic way, accomplishing with our recent technique for tuning this kind of fuzzy programs. The system offers a comfortable interaction with users for introducing test cases and also provides useful information about the choices that better fit their preferences.
引用
收藏
页码:184 / 198
页数:15
相关论文
共 19 条
  • [1] Fuzzy XPath through Fuzzy Logic Programming
    Almendros-Jimenez, Jesus M.
    Luna Tedesqui, Alejandro
    Moreno, Gines
    [J]. NEW GENERATION COMPUTING, 2015, 33 (02) : 173 - 209
  • [2] Baldwin J.F., 1995, Fril-Fuzzy and Evidential Reasoning in Artificial Intelligence
  • [3] Fuzzy Prolog:: a new approach using soft constraints propagation
    Guadarrama, S
    Muñoz, S
    Vaucheret, C
    [J]. FUZZY SETS AND SYSTEMS, 2004, 144 (01) : 127 - 150
  • [4] ISHIZUKA M, 1985, P 9 INT JOINT C ART, P701
  • [5] Julián P, 2010, STUD FUZZ SOFT COMP, V249, P125
  • [6] An improved reductant calculus using fuzzy partial evaluation techniques
    Julian, Pascual
    Moreno, Gines
    Penabad, Jaime
    [J]. FUZZY SETS AND SYSTEMS, 2009, 160 (02) : 162 - 181
  • [7] A Declarative Semantics for a Fuzzy Logic Language Managing Similarities and Truth Degrees
    Julian-Iranzo, Pascual
    Moreno, Gines
    Penabad, Jaime
    Vazquez, Carlos
    [J]. RULE TECHNOLOGIES: RESEARCH, TOOLS, AND APPLICATIONS, 2016, 9718 : 68 - 82
  • [8] A Fuzzy Logic Programming Environment for Managing Similarity and Truth Degrees
    Julian-Iranzo, Pascual
    Moreno, Gines
    Penabad, Jaime
    Vazquez, Carlos
    [J]. ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2015, (173): : 71 - 86
  • [9] Similarity-Based Strict Equality in a Fully Integrated Fuzzy Logic Language
    Julian-Iranzo, Pascual
    Moreno, Gines
    Vazquez, Carlos
    [J]. RULE TECHNOLOGIES: FOUNDATIONS, TOOLS, AND APPLICATIONS, 2015, 9202 : 193 - 207
  • [10] THEORY OF GENERALIZED ANNOTATED LOGIC PROGRAMMING AND ITS APPLICATIONS
    KIFER, M
    SUBRAHMANIAN, VS
    [J]. JOURNAL OF LOGIC PROGRAMMING, 1992, 12 (04): : 335 - 367