{"title":"Consistent generalization of classical Boolean two-valued into real-valued theories","authors":"D. Radojevic","doi":"10.1109/NEUREL.2010.5644068","DOIUrl":null,"url":null,"abstract":"Consistent Boolean generalization of two-valued into a real-valued theory means preservation of all of its algebraic — value indifferent characteristics: Boolean axioms and theorems. Actually two-valued theories in Boolean frame (classical logic, theory of classical sets, theory of classical relations, etc.) are based on the celebrated two-valued realization of Boolean algebra (BA) and their real-valued consistent generalization should be based on a real-valued realization of BA. The conventional real-valued theories: fuzzy sets, fuzzy logic, fuzzy relations, fuzzy probability, etc., are not in Boolean frame. Interpolative Boolean algebra (IBA) is a real-valued realization of atomic or finite BA. IBA is based on generalized Boolean polynomials (GBP) as a unique figure of every element of finite Boolean algebra. GBP is able to process values from real unit interval so to preserve all algebraic characteristics on a value level as corresponding arithmetic properties (for example: relation ⊆ as ≤). The real-valued realization of atomic or finite BA is adequate for any real problem since gradation offers superior expressiveness in comparison to the black-white outlook. Consistent Boolean generalization is illustrated on representative examples.","PeriodicalId":227890,"journal":{"name":"10th Symposium on Neural Network Applications in Electrical Engineering","volume":"129 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"10th Symposium on Neural Network Applications in Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NEUREL.2010.5644068","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Consistent Boolean generalization of two-valued into a real-valued theory means preservation of all of its algebraic — value indifferent characteristics: Boolean axioms and theorems. Actually two-valued theories in Boolean frame (classical logic, theory of classical sets, theory of classical relations, etc.) are based on the celebrated two-valued realization of Boolean algebra (BA) and their real-valued consistent generalization should be based on a real-valued realization of BA. The conventional real-valued theories: fuzzy sets, fuzzy logic, fuzzy relations, fuzzy probability, etc., are not in Boolean frame. Interpolative Boolean algebra (IBA) is a real-valued realization of atomic or finite BA. IBA is based on generalized Boolean polynomials (GBP) as a unique figure of every element of finite Boolean algebra. GBP is able to process values from real unit interval so to preserve all algebraic characteristics on a value level as corresponding arithmetic properties (for example: relation ⊆ as ≤). The real-valued realization of atomic or finite BA is adequate for any real problem since gradation offers superior expressiveness in comparison to the black-white outlook. Consistent Boolean generalization is illustrated on representative examples.