The Open Dynamics of Braitenberg Vehicles
Hotton, Scott, Yoshimi, Jeff
- 出版商: MIT
- 出版日期: 2024-06-18
- 售價: $2,210
- 貴賓價: 9.5 折 $2,100
- 語言: 英文
- 頁數: 258
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0262548194
- ISBN-13: 9780262548199
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商品描述
An introduction to dynamical systems theory, a detailed mathematical analysis of pairs of Braitenberg vehicles, and a look at how these results apply to the study of physical and biological organisms. Powering the concept of a Braitenberg vehicle, developed in 1984 by the Italian-Austrian cyberneticist Valentino Braitenberg, is the idea that simple systems can produce complex behaviors. A pair of interacting Braitenberg vehicles is simple, but they can meander, wind around, and follow each another in a number of ways. In this book, Scott Hotton and Jeff Yoshimi show how dynamical systems theory--in particular the theory of open dynamic systems--can be used to analyze pairs of these vehicles in great detail. The result of the authors' long-standing collaboration at the intersection of mathematics, philosophy, cognitive science, and biology, The Open Dynamics of Braitenberg Vehicles offers a rigorous mathematical foundation for embodied cognition, especially when it comes to two-way interactions between an agent and its environment. Following an introduction to dynamical systems theory, and the most detailed mathematical analysis of Braitenberg vehicles to date, Hotton and Yoshimi discuss how their results can be applied to the study of physical and biological systems. They also describe their work's relevance to debates in the philosophy of embodied cognitive science. Combining the best features of embodied and representational approaches to cognitive science, complete with code and simulations, The Open Dynamics of Braitenberg Vehicles provides an extremely accessible and visually rich look into the workings and applications of open dynamical systems.
商品描述(中文翻譯)
本書介紹了動態系統理論,對一對 Braitenberg 車輛進行詳細的數學分析,並探討這些結果如何應用於物理和生物有機體的研究。
Braitenberg 車輛的概念源於1984年由意大利-奧地利的控制論者 Valentino Braitenberg 提出的理念,即簡單系統可以產生複雜行為。一對互動的 Braitenberg 車輛雖然簡單,但它們可以以多種方式蜿蜒、繞行並互相跟隨。在本書中,Scott Hotton 和 Jeff Yoshimi 展示了動態系統理論,特別是開放動態系統理論,如何用來詳細分析這些車輛的配對。這本書是作者在數學、哲學、認知科學和生物學交叉領域長期合作的成果,《Braitenberg 車輛的開放動態》為具身認知提供了嚴謹的數學基礎,特別是在代理與其環境之間的雙向互動方面。
在介紹動態系統理論及迄今為止對 Braitenberg 車輛的最詳細數學分析之後,Hotton 和 Yoshimi 討論了他們的結果如何應用於物理和生物系統的研究。他們還描述了這項工作的相關性,與具身認知科學哲學中的辯論相呼應。結合具身和表徵方法在認知科學中的最佳特徵,並附有代碼和模擬,《Braitenberg 車輛的開放動態》提供了一個極具可讀性和視覺豐富的視角,深入探討開放動態系統的運作和應用。
作者簡介
Scott Hotton is a mathematical biologist at the University of California, Merced. Jeff Yoshimi is Professor and founding faculty member in the Department of Cognitive and Information Sciences at the University of California, Merced.
作者簡介(中文翻譯)
Scott Hotton 是加州大學默塞德分校的數學生物學家。Jeff Yoshimi 是加州大學默塞德分校認知與資訊科學系的教授及創始教員。