Introduction to the Theory of Complex Systems 2024 pdf epub mobi 电子书

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发表于2024-12-23

Introduction to the Theory of Complex Systems 2024 pdf epub mobi 电子书

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出版者:Oxford University Press

作者:Stefan Thurner

出品人:

页数:448

译者:

出版时间:2018-12-4

价格:0

装帧:Hardcover

isbn号码:9780198821939

丛书系列:

图书标签: 复杂系统 complexity 英文原版科学

Introduction to the Theory of Complex Systems 2024 pdf epub mobi 电子书图书描述

This book is a comprehensive introduction to quantitative approaches to complex adaptive systems. Practically all areas of life on this planet are constantly confronted with complex systems, be it ecosystems, societies, traffic, financial markets, opinion formation and spreading, or the internet and social media. Complex systems are systems composed of many elements that interact strongly with each other, which makes them extremely rich dynamical systems showing a huge range of phenomena. Properties of complex systems that are of particular importance are their efficiency, robustness, resilience, and proneness to collapse.

The quantitative tools and concepts needed to understand the co-evolutionary nature of networked systems and their properties are challenging. The book gives a self-contained introduction to these concepts, so that the reader will be equipped with a toolset that allows them to engage in the science of complex systems. Topics covered include random processes of path-dependent processes, co-evolutionary dynamics, dynamics of networks, the theory of scaling, and approaches from statistical mechanics and information theory. The book extends beyond the early classical literature in the field of complex systems and summarizes the methodological progress made over the past 20 years in a clear, structured, and comprehensive way.

Introduction to the Theory of Complex Systems 2024 pdf epub mobi 电子书

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为了写作搜集资料冲动购物，然后为了不白花这60刀，硬着头皮看完了……第1、3、6章可能因为是作者物理本行的缘故，写得很透彻。数学总体上比较平缓，但第6章引入作者自己的generalized entropy之后突然陡峭起来，我也就顺理成章地放飞自我不细看了。以前基本不了解这领域，感觉能用一套概念框架把这些东西装起来，还是很好的一本教科书，虽然，可能即使对研究者而言，也并没有什么卵用……

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