A review of soft consensus models in a fuzzy environment

Information Fusion - Tập 17 - Trang 4-13 - 2014
Enrique Herrera-Viedma1, Francisco Javier Cabrerizo2, Janusz Kacprzyk3, Witold Pedrycz4
1Department of Computer Science and Artificial Intelligence, University of Granada, Granada 18071, Spain
2Department of Software Engineering and Computer Systems, Distance Learning University of Spain (UNED), Madrid 28040, Spain
3Systems Research Institute, Polish Academy of Sciences, Warszawa 01-447, Poland
4Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada T6R 2G7 AB

Tài liệu tham khảo

C.T. Butler, A. Rothstein, On Conflict and Consensus: A Handbook on Formal Consensus Decision Making, Takoma Park, 2006. Saint, 1994 Bezdek, 1978, A fuzzy relation space for group decision theory, Fuzzy Sets and Systems, 1, 255, 10.1016/0165-0114(78)90017-9 Spillman, 1980, A fuzzy analysis of consensus in small groups, 331 Kacprzyk, 1986, ‘Soft’ consensus measures for monitoring real consensus reaching processes under fuzzy preferences, Control and Cybernetics, 15, 309 Eklund, 2007, Consensus reaching in committees, European Journal of Operational Research, 178, 185, 10.1016/j.ejor.2005.11.012 Kacprzyk, 1998, Group decision making under fuzziness, 103 Verma, 2009 Kacprzyk, 1985, Group decision-making with a fuzzy majority via linguistic quantifiers. Part I: a consensory-like pooling, Cybernetics and Systems: An International Journal, 16, 119, 10.1080/01969728508927761 Kacprzyk, 1985, Group decision-making with a fuzzy majority via linguistic quantifiers. Part II: a competitive-like pooling, Cybernetics and Systems: An International Journal, 16, 131, 10.1080/01969728508927762 Kacprzyk, 1988, A ‘soft’ measure of consensus in the setting of partial (fuzzy) preferences, European Journal of Operational Research, 34, 316, 10.1016/0377-2217(88)90152-X Herrera, 1996, A model of consensus in group decision making under linguistic assessments, Fuzzy Sets and Systems, 78, 73, 10.1016/0165-0114(95)00107-7 Herrera, 1997, A rational consensus model in group decision making using linguistic assessments, Fuzzy Sets and Systems, 88, 31, 10.1016/S0165-0114(96)00047-4 Chen, 1992 Fodor, 1994 Chiclana, 2007, Some induced ordered weighted averaging operators and their use for solving group decision making problems based on fuzzy preference relations, European Journal of Operational Research, 182, 383, 10.1016/j.ejor.2006.08.032 Herrera, 1998, Choice processes for non-homogeneous group decision making in linguistic setting, Fuzzy Sets and Systems, 94, 287, 10.1016/S0165-0114(96)00251-5 Dubois, 1991, Social choice axioms for fuzzy set aggregation, Fuzzy Sets and Systems, 43, 257, 10.1016/0165-0114(91)90254-N Dubois, 1988, Weighted fuzzy pattern matching, Fuzzy Sets and Systems, 28, 313, 10.1016/0165-0114(88)90038-3 Roubens, 1997, Fuzzy sets and decision analysis, Fuzzy Sets and Systems, 90, 199, 10.1016/S0165-0114(97)00087-0 Cabrerizo, 2010, A selection process based on additive consistency to deal with incomplete fuzzy linguistic information, Journal of Universal Computer Science, 16, 62 Kacprzyk, 1992, Group decision making and consensus under fuzzy preferences and fuzzy majority, Fuzzy Sets and Systems, 49, 21, 10.1016/0165-0114(92)90107-F Carlsson, 1992, Consensus in distributed soft environments, European Journal of Operational Research, 61, 165, 10.1016/0377-2217(92)90278-H Coch, 1948, Overcoming resistance to change, Human Relations, 1, 512, 10.1177/001872674800100408 French, 1956, A formal theory of social power, Psychological Review, 63, 181, 10.1037/h0046123 Harary, 1959, On the measurement of structural balance, Behavioral Science, 4, 316, 10.1002/bs.3830040405 Zadeh, 1965, Fuzzy sets, Information and Control, 8, 338, 10.1016/S0019-9958(65)90241-X Fedrizzi, 2008, Fuzzy logic approaches to consensus modeling in group decision making, 19 Tanino, 1984, Fuzzy preference orderings in group decision making, Fuzzy Sets and Systems, 12, 117, 10.1016/0165-0114(84)90032-0 Herrera-Viedma, 2002, A consensus model for multiperson decision making with different preference structures, IEEE Transactions on Systems Man and Cybernetics-Part A: Systems and Humans, 32, 394, 10.1109/TSMCA.2002.802821 Kacprzyk, 1986, Group decision making with a fuzzy linguistic majority, Fuzzy Sets and Systems, 18, 105, 10.1016/0165-0114(86)90014-X Chiclana, 2013, A statistical comparative study of different similarity measures of consensus in group decision making, Information Sciences, 221, 110, 10.1016/j.ins.2012.09.014 Saaty, 1980 Tapia Garcia, 2012, A consensus model for group decision making problems with linguistic interval fuzzy preference relations, Expert Systems with Applications, 39, 10022, 10.1016/j.eswa.2012.02.008 Zadeh, 1983, A computational approach to fuzzy quantifiers in natural languages, Computers & Mathematics with Applications, 9, 149, 10.1016/0898-1221(83)90013-5 Yager, 1988, On ordered weighted averaging operators in multicriteria decision making, IEEE Transactions on Systems, Man and Cybernetics, 18, 183, 10.1109/21.87068 Fedrizzi, 1993, Consensus degrees under fuzzy majorities and fuzzy preferences using OWA (ordered weighted average) operators, Control and Cybernetics, 22, 71 Kacprzyk, 1997, OWA operators in group decision making and consensus reaching under fuzzy preferences and fuzzy majority, 193 Zadrozny, 2009, Issues in the practical use of the OWA operators in fuzzy querying, Journal of Intelligent Information Systems, 33, 307, 10.1007/s10844-008-0068-1 Fedrizzi, 1988, On measuring consensus in the setting of fuzzy preference relations, 129, 10.1007/978-3-642-51711-2_10 M. Fedrizzi, J. Kacprzyk, S. Zadrozny, An interactive system for monitoring consensus reaching using ‘soft’ consensus measures, in: First Joint IFSA-EC and EURO-WG Workshop on Progress in Fuzzy Sets in Europe, 1988, pp. 70–82. Nurmi, 1981, Approaches to collective decision making with fuzzy preference relations, Fuzzy Sets and Systems, 6, 249, 10.1016/0165-0114(81)90003-8 Kacprzyk, 1987, On some fuzzy cores and ‘soft’ consensus measures in group decision making, 119 Kacprzyk, 1989, A ‘human-consistent’ degree of consensus based on fuzzy logic with linguistic quantifiers, Mathematical Social Sciences, 18, 275, 10.1016/0165-4896(89)90035-8 Herrera, 2000, Linguistic decision analysis: steps for solving decisions problems under linguistic information, Fuzzy Sets and Systems, 115, 67, 10.1016/S0165-0114(99)00024-X Herrera, 2009, Computing with words in decision making: foundations, trends and prospects, Fuzzy Optimization and Decision Making, 8, 337, 10.1007/s10700-009-9065-2 Fedrizzi, 1988, An interactive multi-user decision support system for consensus reaching processes using fuzzy logic with linguistic quantifiers, Decision Support Systems, 4, 313, 10.1016/0167-9236(88)90019-X Herrera-Viedma, 2007, A consensus model for group decision making with incomplete fuzzy preference relations, IEEE Transactions on Fuzzy Systems, 15, 863, 10.1109/TFUZZ.2006.889952 Cabrerizo, 2009, A consensus model for group decision making problems with unbalanced fuzzy linguistic information, International Journal of Information Technology & Decision Making, 8, 109, 10.1142/S0219622009003296 Herrera-Viedma, 2005, A consensus support system model for group decision-making problems with multigranular linguistic preference relations, IEEE Transactions on Fuzzy Systems, 13, 644, 10.1109/TFUZZ.2005.856561 Bryson, 1996, Group decision-making and the analytic hierarchy process: exploring the consensus-relevant information content, Computers & Operations Research, 23, 27, 10.1016/0305-0548(96)00002-H Herrera, 1997, Linguistic measures based on fuzzy coincidence for reaching consensus in group decision making, International Journal of Approximate Reasoning, 16, 309, 10.1016/S0888-613X(96)00121-1 Cabrerizo, 2010, Analyzing consensus approaches in fuzzy group decision making: advantages and drawbacks, Soft Computing, 14, 451, 10.1007/s00500-009-0453-x Bordogna, 1997, A linguistic modeling of consensus in group decision making based on OWA operators, IEEE Transactions on Systems Man and Cybernetics-Part A: Systems and Humans, 27, 126, 10.1109/3468.553232 Ben-Arieh, 2006, Linguistic-labels aggregation and consensus measure for autocratic decision making using group recommendations, IEEE Transactions on Systems Man and Cybernetics-Part A: Systems and Humans, 36, 558, 10.1109/TSMCA.2005.853488 Cabrerizo, 2010, Managing the consensus in group decision making in an unbalanced fuzzy linguistic context with incomplete information, Knowledge-Based Systems, 23, 169, 10.1016/j.knosys.2009.11.019 Kacprzyk, 2010, How to support consensus reaching using action rules: a novel approach, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 18, 451, 10.1142/S0218488510006647 Pawlak, 1981, Information systems theoretical foundations, Information Systems, 6, 205, 10.1016/0306-4379(81)90023-5 Alonso, 2010, A web based consensus support system for group decision making problems and incomplete preferences, Information Sciences, 180, 4477, 10.1016/j.ins.2010.08.005 Alonso, 2013, A linguistic consensus model for web 2.0 communities, Applied Soft Computing, 13, 149, 10.1016/j.asoc.2012.08.009 Chiclana, 2008, Integration of a consistency control module within a consensus model, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 16, 35, 10.1142/S0218488508005236 Fedrizzi, 2002, On the issue of consistency in dynamical consensual aggregation, 129 Wu, 2012, A consistency and consensus based decision support model for group decision making with multiplicative preference relations, Decision Support Systems, 52, 757, 10.1016/j.dss.2011.11.022 Cutello, 1994, Fuzzy rationality measures, Fuzzy Sets and Systems, 62, 39, 10.1016/0165-0114(94)90071-X Herrera-Viedma, 2004, Some issues on consistency of fuzzy preference relations, European Journal of Operational Research, 154, 98, 10.1016/S0377-2217(02)00725-7 Mata, 2009, An adaptive consensus support model for group decision-making problems in a multigranular fuzzy linguistic context, IEEE Transactions on Fuzzy Systems, 17, 279, 10.1109/TFUZZ.2009.2013457 Victor, 2011, Practical aggregation operators for gradual trust and distrust, Fuzzy Sets and Systems, 184, 126, 10.1016/j.fss.2010.10.015 Victor, 2009, Gradual trust and distrust in recommender systems, Fuzzy Sets and Systems, 160, 1367, 10.1016/j.fss.2008.11.014 Pérez, 2010, A mobile decision support system for dynamic group decision-making problems, IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, 40, 1244, 10.1109/TSMCA.2010.2046732 Pérez, 2011, Group decision making problems in a linguistic and dynamic context, Expert Systems with Applications, 38, 1675, 10.1016/j.eswa.2010.07.092 Saaty, 2007, Time dependent decision-making; dynamic priorities in the AHP/ANP: generalizing from points to functions and from real to complex variables, Mathematical and Computer Modeling, 46, 860, 10.1016/j.mcm.2007.03.028 Kacprzyk, 2010, Soft computing and web intelligence for supporting consensus reaching, Soft Computing, 14, 833, 10.1007/s00500-009-0475-4 Lee, 2002, Optimal consensus of fuzzy opinions under group decision making environment, Fuzzy Sets and Systems, 132, 303, 10.1016/S0165-0114(02)00056-8 Cialdini, 2001, The science of persuasion, Scientific American, 284, 76, 10.1038/scientificamerican0201-76