{"product_id":"multi-valued-logic-for-decision-making-under-uncertainty-9783031747618","title":"Multi-Valued Logic for Decision-Making Under Uncertainty","description":"\u003cp\u003e • Author(s): Evgeny Kagan | Alexander Rybalov | Ronald Yager\u003cbr\u003e • Publisher: Birkhauser\u003cbr\u003e • Publisher Imprint: Birkhauser\u003cbr\u003e • BISAC: Computer Science\u003c\/p\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 \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 \u003cp\u003e\u003cstrong\u003eTopics and features: \u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eBridges the gap between fuzzy and probability methods\u003c\/li\u003e \u003cli\u003eIncludes examples in the field of machine-learning and robots' control\u003c\/li\u003e \u003cli\u003eDefines formal models of subjective judgements and decision-making\u003c\/li\u003e \u003cli\u003ePresents practical techniques for solving non-probabilistic decision-making problems\u003c\/li\u003e \u003cli\u003eInitiates further research in non-commutative and non-distributive logics\u003c\/li\u003e \u003c\/ul\u003e \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","brand":"Birkhauser","offers":[{"title":"Hardcover","offer_id":47577489309847,"sku":"9783031747618","price":14553.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031747618.webp?v=1774903588","url":"https:\/\/atlanticbooks.com\/products\/multi-valued-logic-for-decision-making-under-uncertainty-9783031747618","provider":"Atlantic Books","version":"1.0","type":"link"}