{"product_id":"9783031747618","title":"Computer Science Foundations and Applied Logic","description":"\u003ch1\u003eComputer Science Foundations and Applied Logic\u003c\/h1\u003e \u003ch2\u003eKagan, Evgeny; Rybalov, Alexander; Yager, Ronald\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eMulti-valued and fuzzy logics provide mathematical and computational tools for handling imperfect information and decision-making with rational collective reasoning and irrational individual judgements. \u003c\/p\u003e\n\n\u003cp\u003eThe suggested implementation of multi-valued logics is based on the uninorm and absorbing norm with generating functions defined by probability distributions. Natural extensions of these logics result in non-commutative and non-distributive logics. In addition to Boolean truth values, these logics handle subjective truth and false values and model irrational decisions. Dynamics of decision-making are specified by the subjective Markov process and learning – by neural network with extended Tsetlin neurons. Application of the suggested methods is illustrated by modelling of irrational economic decisions and biased reasoning in the wisdom-of-the-crowd method, and by control of mobile robots and navigation of their groups.\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eTopics and features:\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eBridges the gap between fuzzy and probability methods\u003c\/li\u003e\n\t\u003cli\u003eIncludes examples in the field of machine-learning and robots’ control\u003c\/li\u003e\n\t\u003cli\u003eDefines formal models of subjective judgements and decision-making\u003c\/li\u003e\n\t\u003cli\u003ePresents practical techniques for solving non-probabilistic decision-making problems\u003c\/li\u003e\n\t\u003cli\u003eInitiates further research in non-commutative and non-distributive logics\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThe book forms a basis for theoretical studies and practice of decision-making under uncertainty and will be useful for computer scientists and mathematicians interested in multi-valued and fuzzy logic, as well as for engineers working in the field of data mining and data analysis.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Birkhäuser\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-02-18\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031747618\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-74762-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 194\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":45664016760972,"sku":"9783031747618","price":197.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031747618.jpg?v=1774143075","url":"https:\/\/lateknightbooks.com\/products\/9783031747618","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}