| 期刊全称 | Algorithmic Intelligence | | 期刊简称 | Towards an Algorithm | | 影响因子2023 | Stefan Edelkamp | | 视频video | | | 发行地址 | Demonstrates the algorithmic foundations of computer intelligence.Integrates programming, theoretical computer science, optimization, machine learning, data mining, data analytics.Covers searching, so | | 图书封面 |  | | 影响因子 | .In this book the author argues that the basis of what we consider computer intelligence has algorithmic roots, and he presents this with a holistic view, showing examples and explaining approaches that encompass theoretical computer science and machine learning via engineered algorithmic solutions..Part I of the book introduces the basics. The author starts with a hands-on programming primer for solving combinatorial problems, with an emphasis on recursive solutions. The other chapters in the first part of the book explain shortest paths, sorting, deep learning, and Monte Carlo search. .A key function of computational tools is processing Big Data efficiently, and the chapters in Part II of the book examine traditional graph problems such as finding cliques, colorings, independent sets, vertex covers, and hitting sets, and the subsequent chapters cover multimedia, network, image, and navigation data. .The highly topical research areas detailed in Part IIIare machine learning, problem solving, action planning, general game playing, multiagent systems, and recommendation and configuration. .Finally, in Part IV the author uses application areas such as model checking, computational bi | | Pindex | Book 2023 |
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发表于 2025-3-21 16:31:07
