{"product_id":"multi-valued-logic-for-decision-making-under-uncertainty-von-evgeny-kagan-alexander-rybalov-und-ronald-yager","title":"Multi-valued Logic for Decision-Making Under Uncertainty","description":"\n                                \n                \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                \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                \n                \u003cp\u003e\n                                        \n                    \u003cstrong\u003eTopics and features:\u003c\/strong\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \n                \u003cul\u003e\n                                        \t\n                    \n                    \u003cli\u003eBridges the gap between fuzzy and probability methods\u003c\/li\u003e\n                                        \t\n                    \n                    \u003cli\u003eIncludes examples in the field of machine-learning and robots’ control\u003c\/li\u003e\n                                        \t\n                    \n                    \u003cli\u003eDefines formal models of subjective judgements and decision-making\u003c\/li\u003e\n                                        \t\n                    \n                    \u003cli\u003ePresents practical techniques for solving non-probabilistic decision-making problems\u003c\/li\u003e\n                                        \t\n                    \n                    \u003cli\u003eInitiates further research in non-commutative and non-distributive logics\u003c\/li\u003e\n                                        \n                \n                \u003c\/ul\u003e\n                                \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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031747618\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031747649\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031747618","offer_id":54204120531269,"sku":"9783031747618","price":213.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031747649","offer_id":57436141289797,"sku":"9783031747649","price":149.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/0dd230f8-84d7-48bc-8a68-786e149b6d07.jpg?v=1774069390","url":"https:\/\/shop.autorenwelt.de\/en\/products\/multi-valued-logic-for-decision-making-under-uncertainty-von-evgeny-kagan-alexander-rybalov-und-ronald-yager","provider":"Autorenwelt Shop","version":"1.0","type":"link"}