{"product_id":"9783319033907","title":"Studies in Computational Intelligence: A Generalized Net Perspective","description":"\u003ch1\u003eStudies in Computational Intelligence: A Generalized Net Perspective\u003c\/h1\u003e \u003ch2\u003eKrawczak, Maciej\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe primary purpose of this book is to show that a multilayer neural network can be considered as a multistage system, and then that the learning of this class of neural networks can be treated as a special sort of the optimal control problem. In this way, the optimal control problem methodology, like dynamic programming, with modifications, can yield a new class of learning algorithms for multilayer neural networks. \u003c\/p\u003e\u003cp\u003eAnother purpose of this book is to show that the generalized net theory can be successfully used as a new description of multilayer neural networks. Several generalized net descriptions of neural networks functioning processes are considered, namely: the simulation process of networks, a system of neural networks and the learning algorithms developed in this book.\u003c\/p\u003e\u003cp\u003eThe generalized net approach to modelling of real systems may be used successfully for the description of a variety of technological and intellectual problems, it can be used not only for representing the parallel functioning of homogenous objects, but also for modelling non-homogenous systems, for example systems which consist of a different kind of subsystems.\u003c\/p\u003e\u003cp\u003eThe use of the generalized nets methodology shows a new way to describe functioning of discrete dynamic systems.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2015-06-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319033907\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-00248-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 182\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45378710536332,"sku":"9783319033907","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319033907.jpg?v=1775007131","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319033907","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}