复杂性科学
Scale-Free Networks 豆瓣
作者: Guido Caldarelli 出版社: Oxford University Press, USA (May 25, 2007) 2007
A variety of different social, natural and technological systems can be described by the same mathematical framework. This holds from the Internet to food webs and to boards of company directors. In all these situations a graph of the elements of the system and their interconnections displays a universal feature. There are only few elements with many connections, and many elements with few connections. This book presents the experimental evidence of these "Scale-free networks" and provides students and researchers with a corpus of theoretical results and algorithms to analyse and understand these features. The content of this book and the exposition makes it a clear textbook for beginners, and a reference book for the experts.
The Structure and Dynamics of Networks 豆瓣
作者: Mark Newman / Albert-László Barabási 出版社: Princeton University Press 2006 - 5
From the Internet to networks of friendship, disease transmission, and even terrorism, the concept - and the reality - of networks has come to pervade modern society. But what exactly is a network? What different types of networks are there? Why are they interesting, and what can they tell us? In recent years, scientists from a range of fields - including mathematics, physics, computer science, sociology, and biology - have been pursuing these questions and building a new 'science of networks.' This book brings together, for the first time, a set of seminal articles representing research from across these disciplines. It is an ideal sourcebook for the key research in this fast-growing field. The book is organized into four sections, each preceded by an editors' introduction summarizing its contents and general theme. The first section sets the stage by discussing some of the historical antecedents of contemporary research in the area. From there the book moves to the empirical side of the science of networks before turning to the foundational modeling ideas that have been the focus of much subsequent activity. The book closes by taking the reader to the cutting edge of network science - the relationship between network structure and system dynamics. From network robustness to the spread of disease, this section offers a potpourri of topics on this rapidly expanding frontier of the new science.
边缘奇迹 豆瓣
Phase Transitions and Critical Phenomena
作者: 于渌 / 郝柏林 出版社: 科学出版社 2016 - 4
将带领读者进入千奇百怪、绚丽多彩的“相变世界”:从物质三态变化、铁磁、铁电、液晶相变,到玻色一爱因斯坦凝聚、超流和超导。书中还把平衡态相变的概念推广到其他系统,包括几何相变和非平衡相变。全书通过对相变和临界现象的介绍,阐述热力学和统计物理的基本概念,从熵的引入、统计配分函数,到对称破缺、标度律和普适性。同时也描述了研究相变现象的基本理论方法,包括平均场近似、标度分析、重正化群、统计模型精确解和计算机数值模拟等,还介绍了相变研究的最新进展,如有限系统的临界现象和量子相变。
2017年10月13日 已读
预学和复习时候读会好一些。老物理学家的科普得太硬了,没点基础读不了。全书以相变研究理论发展为框架。内容有些许和系列中的《超越自由》重合。不过本身就是有关学科。空间维度和自组织复杂化的思维有意思。学科本身还是发展中,不少问题没有解决。
复杂性科学 物理