Cellular Automata: A Volume in the Encyclopedia of Complexity and Systems Science, Second Edition (Encyclopedia of Complexity and Systems Science Series)
暫譯: 細胞自動機:複雜性與系統科學百科全書第二版中的一卷(複雜性與系統科學系列)

  • 出版商: Springer
  • 出版日期: 2018-11-29
  • 售價: $31,120
  • 貴賓價: 9.5$29,564
  • 語言: 英文
  • 頁數: 760
  • 裝訂: Hardcover
  • ISBN: 1493987011
  • ISBN-13: 9781493987016
  • 海外代購書籍(需單獨結帳)

商品描述

This volume of the Encyclopedia of Complexity and Systems Science, Second Edition, provides an authoritative introduction and overview of the latest research in cellular automata (CA) models of physical systems, emergent phenomena, computational universality, chaos, growth phenomena, phase transitions, self-organised criticality, reaction-diffusion systems, self-replications, parallel computation, and more. Fundamental topics of algorithmic complexity, algebraic groups, language theory, evolving CA, ergodic theory, synchronisation, tiling problems and undecidability and topological dynamics of CA are addressed. Cellular automata are regular uniform networks of locally-connected finite-state machines, and represent discrete systems with non-trivial behavior, including waves, patterns and travelling localisations. CA are ubiquitous: they are mathematical models of computation and computer models of natural systems. Classes of CA presented in this book include additive CA, automata in hyperbolic spaces and non-compact spaces, CA in triangular, pentagonal and hexagonal tessellations, automata with memory, quantum and reversible automata, structurally-dynamic CA, and asynchronous automata. Topics added to the second edition include: asynchronous cellular automata, stochastic cellular automata as models of reaction-diffusion processes, cellular automata hardware implementation, cellular automata basins of attraction, orbits of Bernoulli measures in cellular automata, and graphs related to reversibility and complexity in cellular. This state-of-the-art reference is unique in bringing together unequalled expertise of interdisciplinary studies at the edge of mathematics, computer science, and physics.

商品描述(中文翻譯)

本書為《複雜性與系統科學百科全書(第二版)》的一部分,提供了對於細胞自動機(Cellular Automata, CA)模型在物理系統、湧現現象、計算普遍性、混沌、增長現象、相變、 自組織臨界性、反應-擴散系統、自我複製、平行計算等最新研究的權威介紹與概述。書中探討了算法複雜性、代數群、語言理論、演化細胞自動機、遍歷理論、同步、鋪砌問題及不可判定性和細胞自動機的拓撲動力學等基本主題。細胞自動機是局部連接的有限狀態機的規則均勻網絡,代表了具有非平凡行為的離散系統,包括波、模式和移動定位。細胞自動機無處不在:它們是計算的數學模型,也是自然系統的計算機模型。本書介紹的細胞自動機類別包括加法細胞自動機、超曲面空間和非緊湊空間中的自動機、三角形、五邊形和六邊形鋪砌中的細胞自動機、具有記憶的自動機、量子和可逆自動機、結構動態細胞自動機以及非同步自動機。第二版新增的主題包括:非同步細胞自動機、作為反應-擴散過程模型的隨機細胞自動機、細胞自動機的硬體實現、細胞自動機的吸引盆地、細胞自動機中的伯努利測度軌道,以及與細胞自動機的可逆性和複雜性相關的圖形。這本最先進的參考書籍在數學、計算機科學和物理學的交叉學科研究中,獨具匠心地匯聚了無與倫比的專業知識。

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