Fuzzy analogical model of adaptation for case-based reasoning

被引:0
作者
Bouchon-Meunier, Bernadette [1 ]
Marsala, Christophe [1 ]
Rifqi, Maria [1 ]
机构
[1] Univ Paris 06, CNRS, UMR 7606, LIP6, F-75016 Paris, France
来源
PROCEEDINGS OF THE JOINT 2009 INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND 2009 EUROPEAN SOCIETY OF FUZZY LOGIC AND TECHNOLOGY CONFERENCE | 2009年
关键词
Case-based reasoning; analogy; interpolation; adaptation; fuzzy sets; LINGUISTIC MODIFIERS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Case-based reasoning is a recognized paradigm and has been explored in both applied and methodological directions. In the several phases of CBR, the adaptation phase is certainly the most problematic whereas the most characteristic and interesting phase. We propose to view this task through a fuzzy analogical scheme. The adaptation is realized by focusing on the relation existing between the problem to be solved and the retrieved cases. Two approaches are proposed here: the relation can be captured by a fuzzy linguistic modifier or by a fuzzy interpolation.
引用
收藏
页码:1625 / 1630
页数:6
相关论文
共 50 条
[21]   Fuzzy similarity-based models in case-based reasoning [J].
Esteva, F ;
Garcia-Calvés, P ;
Godo, L .
PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, :1348-1353
[22]   Constraint Satisfaction Problem for Case-Based Reasoning Adaptation: Application in Process Design [J].
Roldan, Eduardo ;
Negny, Stephane ;
Le Lann, Jean Marc ;
Cortes, Guillermo .
20TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2010, 28 :397-402
[23]   Traffic route generation and adaptation using case-based reasoning [J].
Whitsitt, AJ ;
Travis, LE .
ITS JOURNAL, 1996, 3 (03) :181-204
[24]   A new model of case-based reasoning (CBR) [J].
Kang, K ;
Wang, XJ .
PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS 1 AND 2, 2004, :331-336
[25]   A fuzzy case-based reasoning model for sales forecasting in print circuit board industries [J].
Chang, Pei-Chann ;
Liu, Chen-Hao ;
Lai, Robert K. .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (03) :2049-2058
[26]   A Case-Based Reasoning Decision-Making Model for Hesitant Fuzzy Linguistic Information [J].
Li, Peng ;
Wei, Cuiping .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (07) :2175-2186
[27]   A Case-Based Reasoning Decision-Making Model for Hesitant Fuzzy Linguistic Information [J].
Peng Li ;
Cuiping Wei .
International Journal of Fuzzy Systems, 2018, 20 :2175-2186
[28]   A new personalization approach by case-based reasoning and fuzzy logic [J].
Mahdi, Wafa ;
Soui, Makram ;
Abed, Mourad .
2014 INTERNATIONAL CONFERENCE ON ADVANCED LOGISTICS & TRANSPORT (ICALT 2014), 2014, :103-108
[29]   Fuzzy Relational Learning: A New Approach to Case-Based Reasoning [J].
Xiong, Ning ;
Ma, Liangjun ;
Zhang, Shouchuan .
2013 10TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2013, :594-599
[30]   Predicting financial activity with evolutionary fuzzy case-based reasoning [J].
Li, Sheng-Tun ;
Ho, Hei-Fong .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (01) :411-422