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Titlebook: An Introduction to Kolmogorov Complexity and Its Applications; Ming Li,Paul‘Vitányi Textbook 2019Latest edition Ming Li and Paul Vit?nyi 2

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樓主
發(fā)表于 2025-3-21 18:10:15 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱(chēng)An Introduction to Kolmogorov Complexity and Its Applications
影響因子2023Ming Li,Paul‘Vitányi
視頻videohttp://file.papertrans.cn/156/155302/155302.mp4
發(fā)行地址Develops Kolmogorov theory in detail, and outlines a wide range of illustrative applications.Examines major results from prominent researchers in the field.Details the practical application of KC in t
學(xué)科分類(lèi)Texts in Computer Science
圖書(shū)封面Titlebook: An Introduction to Kolmogorov Complexity and Its Applications; Ming Li,Paul‘Vitányi Textbook 2019Latest edition Ming Li and Paul Vit?nyi 2
影響因子.This must-read textbook presents an essential introduction to Kolmogorov complexity (KC), a central theory and powerful tool in information science that deals with the quantity of information in individual objects. The text covers both the fundamental concepts and the most important practical applications, supported by a wealth of didactic features..This thoroughly revised and enhanced fourth edition includes new and updated material on, amongst other topics, the Miller-Yu theorem, the Gács-Ku?era theorem, the Day-Gács theorem, increasing randomness, short lists computable from an input string containing the incomputable Kolmogorov complexity of the input, the Lovász local lemma, sorting, the algorithmic full Slepian-Wolf theorem for individual strings, multiset normalized information distance and normalized web distance, and conditional universal distribution..Topics and features: describes the mathematical theory of KC, including the theories of algorithmic complexity and algorithmic probability; presents a general theory of inductive reasoning and its applications, and reviews the utility of the incompressibility method; covers the practical application of KC in great detail, i
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沙發(fā)
發(fā)表于 2025-3-21 23:38:10 | 只看該作者
Texts in Computer Sciencehttp://image.papertrans.cn/a/image/155302.jpg
板凳
發(fā)表于 2025-3-22 01:58:11 | 只看該作者
https://doi.org/10.1007/978-3-030-11298-1Shannon; Symbol; algorithms; artificial intelligence; communication; complexity; computer; computer science
地板
發(fā)表于 2025-3-22 07:37:02 | 只看該作者
Ming Li and Paul Vit?nyi 2019
5#
發(fā)表于 2025-3-22 09:30:22 | 只看該作者
Algorithmic Prefix Complexity,ruitful, for certain goals the mathematical framework is not yet satisfactory. This has resulted in a plethora of proposals of modified measures to get rid of one or the other problem. Let us list a few conspicuous inconveniences.
6#
發(fā)表于 2025-3-22 16:56:42 | 只看該作者
Inductive Reasoning, would like to call .. On the other hand, we regard . as a more general concept than inductive inference, as a process of reassigning a probability (or credibility) to a law or proposition from the observation of particular instances.
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發(fā)表于 2025-3-22 20:15:25 | 只看該作者
8#
發(fā)表于 2025-3-23 00:01:15 | 只看該作者
Physics, Information, and Computation,s of information processing and for application of complexity to physics issues. Physicists and others have used complexity arguments in a variety of settings such as information distance, thermodynamics, chaos, biology, and philosophy. We touch briefly upon several themes, but focus on five main issues.
9#
發(fā)表于 2025-3-23 03:05:29 | 只看該作者
https://doi.org/10.1007/978-3-658-37478-5articular type of dodo) rather than in relation to a set of objects from which the individual object may be selected. To do so, one could define the quantity of information in an object in terms of the number of bits required to losslesly describe it. A description of an object is evidently useful i
10#
發(fā)表于 2025-3-23 06:56:53 | 只看該作者
Die Transportattraktivit?t als Planungsgr??eruitful, for certain goals the mathematical framework is not yet satisfactory. This has resulted in a plethora of proposals of modified measures to get rid of one or the other problem. Let us list a few conspicuous inconveniences.
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