{"product_id":"a-matrix-algebra-approach-to-artificial-intelligence-von-xian-da-zhang","title":"A Matrix Algebra Approach to Artificial Intelligence","description":"\n                                \n                \u003cp\u003e\n                                        Matrix 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.\n                    \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                The 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.  \n                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811527692\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811527722\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9789811527692","offer_id":40150786965597,"sku":"9789811527692","price":246.09,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9789811527722","offer_id":40150786932829,"sku":"9789811527722","price":246.09,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/14351001-c69a-439a-85fc-bec5ae886470.jpg?v=1777533397","url":"https:\/\/shop.autorenwelt.de\/products\/a-matrix-algebra-approach-to-artificial-intelligence-von-xian-da-zhang","provider":"Autorenwelt Shop","version":"1.0","type":"link"}