{"product_id":"9789811527722","title":"A Matrix Algebra Approach to Artificial Intelligence","description":"\u003ch1\u003eA Matrix Algebra Approach to Artificial Intelligence\u003c\/h1\u003e \u003ch2\u003eZhang, Xian-Da\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eMatrix algebra plays an important role in many core artificial intelligence (AI) areas, including machine learning, neural networks, support vector machines (SVMs) and evolutionary computation. This book offers a comprehensive and in-depth discussion of matrix algebra theory and methods for these four core areas of AI, while also approaching AI from a theoretical matrix algebra perspective.\u003cbr\u003e\u003c\/p\u003e\u003cdiv\u003eThe book consists of two parts: the first discusses the fundamentals of matrix algebra in detail, while the second focuses on the applications of matrix algebra approaches in AI. Highlighting matrix algebra in graph-based learning and embedding, network embedding, convolutional neural networks and Pareto optimization theory, and discussing recent topics and advances, the book offers a valuable resource for scientists, engineers, and graduate students in various disciplines, including, but not limited to, computer science, mathematics and engineering.  \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-05-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789811527722\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-15-2770-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 820\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":49481099804812,"sku":"9789811527722","price":224.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789811527722.jpg?v=1778002228","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789811527722","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}