TY - JOUR
T1 - Possibilistic linear systems and their application to the linear regression model
AU - Tanaka, H.
AU - Watada, J.
PY - 1988
Y1 - 1988
N2 - It is the purpose of this paper to illustrate possibilistic linear systems based on possibility measure and to formulate a linear regression analysis by possibilistic linear models. Linear regression by a possibilistic model is called possibilistic linear regression. This is a new interpretation of fuzzy linear regression and also includes a new method by which interval analysis can be done in fuzzy numbers.
AB - It is the purpose of this paper to illustrate possibilistic linear systems based on possibility measure and to formulate a linear regression analysis by possibilistic linear models. Linear regression by a possibilistic model is called possibilistic linear regression. This is a new interpretation of fuzzy linear regression and also includes a new method by which interval analysis can be done in fuzzy numbers.
KW - Fuzzy system equations
KW - Linear regression model
KW - Possibilistic linear systems
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U2 - 10.1016/0165-0114(88)90054-1
DO - 10.1016/0165-0114(88)90054-1
M3 - Article
AN - SCOPUS:0008321310
SN - 0165-0114
VL - 27
SP - 275
EP - 289
JO - Fuzzy Sets and Systems
JF - Fuzzy Sets and Systems
IS - 3
ER -