Natural Complexity: A Modeling Handbook (Primers in Complex Systems)
暫譯: 自然複雜性:建模手冊(複雜系統入門)
Paul Charbonneau
- 出版商: Princeton University
- 出版日期: 2017-05-16
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 376
- 裝訂: Paperback
- ISBN: 0691170355
- ISBN-13: 9780691170350
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商品描述
This book provides a short, hands-on introduction to the science of complexity using simple computational models of natural complex systems―with models and exercises drawn from physics, chemistry, geology, and biology. By working through the models and engaging in additional computational explorations suggested at the end of each chapter, readers very quickly develop an understanding of how complex structures and behaviors can emerge in natural phenomena as diverse as avalanches, forest fires, earthquakes, chemical reactions, animal flocks, and epidemic diseases.
Natural Complexity provides the necessary topical background, complete source codes in Python, and detailed explanations for all computational models. Ideal for undergraduates, beginning graduate students, and researchers in the physical and natural sciences, this unique handbook requires no advanced mathematical knowledge or programming skills and is suitable for self-learners with a working knowledge of precalculus and high-school physics.
Self-contained and accessible, Natural Complexity enables readers to identify and quantify common underlying structural and dynamical patterns shared by the various systems and phenomena it examines, so that they can form their own answers to the questions of what natural complexity is and how it arises.
商品描述(中文翻譯)
這本書提供了一個簡短的實作導論,介紹複雜科學,使用簡單的計算模型來探討自然複雜系統——模型和練習題來自物理學、化學、地質學和生物學。透過這些模型並參與每章結尾所建議的額外計算探索,讀者能迅速理解複雜結構和行為如何在自然現象中出現,這些現象包括雪崩、森林火災、地震、化學反應、動物群體和流行病。
《Natural Complexity》提供了必要的主題背景、完整的 Python 原始碼,以及所有計算模型的詳細解釋。這本獨特的手冊非常適合本科生、初學研究生以及物理和自然科學的研究人員,並且不需要高級數學知識或程式設計技能,適合具備預備微積分和高中物理基礎知識的自學者。
《Natural Complexity》內容完整且易於理解,使讀者能夠識別和量化各種系統和現象所共享的共同結構和動態模式,從而形成自己對自然複雜性及其產生方式的答案。