Behavioural Models: From Modelling Finite Automata to Analysing Business Processes
暫譯: 行為模型:從有限自動機建模到商業流程分析

Matthias Kunze

  • 出版商: Springer
  • 出版日期: 2018-06-15
  • 售價: $2,310
  • 貴賓價: 9.5$2,195
  • 語言: 英文
  • 頁數: 292
  • 裝訂: Paperback
  • ISBN: 3319831720
  • ISBN-13: 9783319831725
  • 海外代購書籍(需單獨結帳)

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商品描述

This textbook introduces the basis for modelling and analysing discrete dynamic systems, such as computer programmes, soft- and hardware systems, and business processes. The underlying concepts are introduced and concrete modelling techniques are described, such as finite automata, state machines, and Petri nets. The concepts are related to concrete application scenarios, among which business processes play a prominent role.

The book consists of three parts, the first of which addresses the foundations of behavioural modelling. After a general introduction to modelling, it introduces transition systems as a basic formalism for representing the behaviour of discrete dynamic systems. This section also discusses causality, a fundamental concept for modelling and reasoning about behaviour. In turn, Part II forms the heart of the book and is devoted to models of behaviour. It details both sequential and concurrent systems and introduces finite automata, state machines and several different types of Petri nets. One chapter is especially devoted to business process models, workflow patterns and BPMN, the industry standard for modelling business processes. Lastly, Part III investigates how the behaviour of systems can be analysed. To this end, it introduces readers to the concept of state spaces. Further chapters cover the comparison of behaviour and the formal analysis and verification of behavioural models.

The book was written for students of computer science and software engineering, as well as for programmers and system analysts interested in the behaviour of the systems they work on. It takes readers on a journey from the fundamentals of behavioural modelling to advanced techniques for modelling and analysing sequential and concurrent systems, and thus provides them a deep understanding of the concepts and techniques introduced and how they can be applied to concrete application scenarios.

商品描述(中文翻譯)

本教科書介紹了離散動態系統建模和分析的基礎,例如計算機程序、軟硬體系統和業務流程。書中介紹了基本概念並描述了具體的建模技術,如有限自動機、狀態機和Petri網。這些概念與具體的應用場景相關,其中業務流程扮演著重要角色。

本書分為三個部分,第一部分探討行為建模的基礎。在對建模進行一般介紹後,介紹了過渡系統作為表示離散動態系統行為的基本形式。這一部分還討論了因果關係,這是建模和推理行為的基本概念。接下來,第二部分是本書的核心,專注於行為模型。它詳細介紹了順序系統和並發系統,並介紹了有限自動機、狀態機以及幾種不同類型的Petri網。其中一章特別專門討論業務流程模型、工作流程模式和BPMN,這是建模業務流程的行業標準。最後,第三部分探討了如何分析系統的行為。為此,它向讀者介紹了狀態空間的概念。後續章節涵蓋了行為的比較以及行為模型的形式分析和驗證。

本書是為計算機科學和軟體工程的學生,以及對其所工作的系統行為感興趣的程序員和系統分析師而寫的。它帶領讀者從行為建模的基礎知識出發,深入到順序和並發系統的建模和分析的高級技術,從而使他們對所介紹的概念和技術有深入的理解,以及如何將其應用於具體的應用場景。