图书标签: 复杂系统 科普 Complexity 复杂 计算机 complexity 系统思考 英文原版
发表于2025-01-11
Complexity pdf epub mobi txt 电子书 下载 2025
As science probes the nature of life, society, and technology ever more closely, what it finds there is complexity. The sophisticated group behavior of social insects, the unexpected intricacies of the genome, the dynamics of population growth, and the self-organized structure of the World Wide Web - these are just a few examples of complex systems that still elude scientific understanding. Comprehending such systems seems to require a wholly new approach, one that goes beyond traditional scientific reductionism and that re-maps long-standing disciplinary boundaries. This remarkably accessible and companionable book, written by a leading complex systems scientist, provides an intimate, detailed tour of the sciences of complexity, a broad set of efforts that seek to explain how large-scale complex, organized, and adaptive behavior can emerge from simple interactions among myriad individuals. In this richly illustrated work, Melanie Mitchell describes in equal parts the history of ideas underlying complex systems science, the current research at the forefront of this field, and the prospects for the field's contribution to solving some of the most important scientific questions of our current century.
Melanie Mitchell is a professor of computer science at Portland State University. She has worked at the Santa Fe Institute and Los Alamos National Laboratory. Her major work has been in the areas of analogical reasoning, complex systems, genetic algorithms and cellular automata, and her publications in those fields are frequently cited
解答了我对于复杂系统的很多疑问 在这个领域应该算很好的入门教材了吧?
评分complex system: a system in which large networks of components with no central control and simple rules of operation give rise to complex collective behavior, sophisticated information processing, and adaptation via learning or evolution. https://sivers.org/book/Complexity
评分很赞的一本书,绝对开拓眼界
评分类比章节我很喜欢,可能是写程序的人对这种题材比较敏感,其他章节都是科普故事居多,故事如此归置在一起,用来作为科普入门书倒是不错,可以一读。
评分一直渴望了解的主题,很好的入门
复杂,是这个世界的本质,也是人类的本质。 世界是复杂的 物理学家霍金曾被问过这样一个问题:“有人说,20世纪是物理学的世纪,而我们正在进入生命科学的世纪,您怎么看?” 霍金回答说:“我认为,下一个世纪将是“复杂性”的世纪。” 复杂,是这个世界的本质,也是人类的本...
评分不同的学科对于同样的事物往往展现了不同的分析角度和思考深度。比如在经济学教科书中往往会有这样的例子,在一个人口众多的城市中,从来没有一个负责统筹调度食物的中央机构,但是市民的餐饮问题还是自然而然地解决了,经济学把这一现象的原因解释为市场的力量,每一个自利的...
评分2019.1.5 由于作者是计算机科学的专业人士,本书偏重于计算机方面的知识,而且相当细节和广泛。对一般读者仅仅需要了解大概即可。 单个体很简单,群体可以很复杂,系统的复杂性可以从众多例子看到,如行军蚁,免疫系统等等。 亚里士多德,伽利略,牛顿的动力学延伸发展出庞加莱...
评分 评分之前被经济学理论骗了几年,然后又被哲学的后现代主义骗了几年,接下来是演化心理学和演化生物学,于是为了谨防自己再次受骗,学习复杂性理论过程中,时刻提醒自己:谨防再次上当。 有些人看了个《三体》就觉得“三体问题”是解决所有问题的钥匙(其实不过是复杂性系统的一支)...
Complexity pdf epub mobi txt 电子书 下载 2025