{"product_id":"granular-computing-analysis-and-design-of-intelligent-systems","title":"Granular Computing","description":"\u003cp\u003eInformation granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. \u003cstrong\u003eGranular Computing: Analysis and Design of Intelligent Systems \u003c\/strong\u003epresents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices. \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIntroduces the concepts of information granules, information granularity, and granular computing\u003c\/li\u003e\n\u003cli\u003ePresents the key formalisms of information granules\u003c\/li\u003e\n\u003cli\u003eBuilds on the concepts of information granules with discussion of higher-order and higher-type information granules\u003c\/li\u003e\n\u003cli\u003eDiscusses the operational concept of information granulation and degranulation by highlighting the essence of this tandem and its quantification in terms of the associated reconstruction error\u003c\/li\u003e\n\u003cli\u003eExamines the principle of justifiable granularity\u003c\/li\u003e\n\u003cli\u003eStresses the need to look at information granularity as an important design asset that helps construct more realistic models of real-world systems or facilitate collaborative pursuits of system modeling\u003c\/li\u003e\n\u003cli\u003eHighlights the concepts, architectures, and design algorithms of granular models\u003c\/li\u003e\n\u003cli\u003eExplores application domains where granular computing and granular models play a visible role, including pattern recognition, time series, and decision making\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWritten by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. It is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. Building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Inc","offers":[{"title":"Default Title","offer_id":54175877988696,"sku":null,"price":272.8,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781439886816_bed788e2-09c7-4a18-a2d2-f3a04fbb594d.jpg?v=1777959944","url":"https:\/\/agendabookshop.com\/products\/granular-computing-analysis-and-design-of-intelligent-systems","provider":"Agenda Bookshop","version":"1.0","type":"link"}