图书标签: ABM 复杂系统 仿真 模型 Agent-Based 系统仿真 方法论 建模
发表于2024-12-23
Agent-Based and Individual-Based Modeling pdf epub mobi txt 电子书 下载 2024
Product Description
Agent-based modeling is a new technique for understanding how the dynamics of biological, social, and other complex systems arise from the characteristics and behaviors of the agents making up these systems. This innovative textbook gives students and scientists the skills to design, implement, and analyze agent-based models. It starts with the fundamentals of modeling and provides an introduction to NetLogo, an easy-to-use, free, and powerful software platform. Nine chapters then each introduce an important modeling concept and show how to implement it using NetLogo. The book goes on to present strategies for finding the right level of model complexity and developing theory for agent behavior, and for analyzing and learning from models.
Agent-Based and Individual-Based Modeling features concise and accessible text, numerous examples, and exercises using small but scientific models. The emphasis throughout is on analysis--such as software testing, theory development, robustness analysis, and understanding full models--and on design issues like optimizing model structure and finding good parameter values.
The first hands-on introduction to agent-based modeling, from conceptual design to computer implementation to parameterization and analysis
Filled with examples and exercises, with updates and supplementary materials at www.railsback-grimm-abm-book.com
Designed for students and researchers across the biological and social sciences
Written by leading practitioners
From the Inside Flap
"Railsback and Grimm provide a needed book on how to develop, code, and analyze agent-based models. They so expertly explain the art and science of modeling that even the most modeling-shy beginner will master the skills. Readers will also gain a deep understanding of the increasing importance of agent-based models for interpreting the patterns of nature and human society."--Donald L. DeAngelis, U.S. Geological Survey
"Railsback and Grimm have written a superb introduction to agent-based models. They combine hands-on programming exercises, introductions to some of the core concepts in complex systems, and instruction in model design and analysis. The result is an excellent book that's ideal for both undergraduates and academics."--Scott E. Page, author of Diversity and Complexity
"Knitting together ecology, economics, and social systems, this wonderful book will encourage and enlighten novices and experienced modelers alike. It highlights the importance of patterns at every level of the modeling process, the need for clear explication of assumptions, and the benefits of models composed of discrete entities (agents) which interact, evolve, and mimic reality."--Louis Gross, University of Tennessee, Knoxville
"This exceptional book offers a systematic introduction to the scientific use of agent-based modeling, including the implementation, testing, and validation of models. Until now there was no good textbook available to teach students the theory and practice of agent-based modeling. Railsback and Grimm provide such a text, one that will likely become a classic in the field."--Marco A. Janssen, Arizona State University
"This book is an invaluable guide to agent-based modeling. A significant contribution to the field, it will train the next generation of modelers and teach best practices to existing modelers. Railsback and Grimm have in-depth expertise and experience in developing and teaching agent-based modeling, and are well qualified to write such a book."--Richard Stillman, Bournemouth University
中文版翻译中。
评分中文版翻译中。
评分不要等了,快找来边看边练吧。有许多想法值得去用这玩意儿实现。
评分independent study 的时候被老师推荐看这本书的。不过貌似社会学家对ABM的看法很保守啊。。。和农经系的同学交流了一下他们也说有一些经济学家也觉得ABM很旁门左道的样子。 稍微改了一下library 里面的那个生育行为的模型,套了一下中国的数据。结果simulate的结果是再过200 多年中华民族就要灭亡了……orz
评分侧重于ABM模型设计,那个ODD Protocol很有道理
昨天下午,我在Volker办公室对他说:虽然我不该 judge a book by its cover,尤其是本好书,但这封面也太难看了吧! Volker:封面是我老婆选得! 我:老板,我错了。。。其实仔细看挺有内涵的。。。 Volker:晚了,你最好考虑下份工作了。
评分嗯,Netlogo,正合我意。在铺天盖地的SWARM和RePast书籍中能看到一本基于NetLogo的ABM书很难得。国内使用NetLogo来讲Agent-based modeling的书有倒是有,但都讲的不深不透不系统。英文版的还看不到,但是相信林大要翻译的书应该错不了。热切期待林大的中文版出炉哦。 另外,封...
评分嗯,Netlogo,正合我意。在铺天盖地的SWARM和RePast书籍中能看到一本基于NetLogo的ABM书很难得。国内使用NetLogo来讲Agent-based modeling的书有倒是有,但都讲的不深不透不系统。英文版的还看不到,但是相信林大要翻译的书应该错不了。热切期待林大的中文版出炉哦。 另外,封...
评分昨天下午,我在Volker办公室对他说:虽然我不该 judge a book by its cover,尤其是本好书,但这封面也太难看了吧! Volker:封面是我老婆选得! 我:老板,我错了。。。其实仔细看挺有内涵的。。。 Volker:晚了,你最好考虑下份工作了。
评分昨天下午,我在Volker办公室对他说:虽然我不该 judge a book by its cover,尤其是本好书,但这封面也太难看了吧! Volker:封面是我老婆选得! 我:老板,我错了。。。其实仔细看挺有内涵的。。。 Volker:晚了,你最好考虑下份工作了。
Agent-Based and Individual-Based Modeling pdf epub mobi txt 电子书 下载 2024