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E-raamat: Behavioural Models: From Modelling Finite Automata to Analysing Business Processes

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  • Formaat: PDF+DRM
  • Ilmumisaeg: 10-Sep-2016
  • Kirjastus: Springer International Publishing AG
  • Keel: eng
  • ISBN-13: 9783319449609
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Behavioural Models: From Modelling Finite Automata to Analysing Business ProcessesSuurem pilt
  • Formaat: PDF+DRM
  • Ilmumisaeg: 10-Sep-2016
  • Kirjastus: Springer International Publishing AG
  • Keel: eng
  • ISBN-13: 9783319449609
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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 diff

erent 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.

1 Introduction.- 2 Discrete Dynamic Systems.- 3 Sequential Systems.- 4 Concurrent Systems.- 5 Business Process Models.- 6 State Spaces.- 7 Comparing Behaviour.- 8 Verification.- References.- Index.

Arvustused

In this book, which is primarily a textbook for graduate students, Kunze and Weske present conceptual tools required to develop such a model. The authors provide bibliographical notes at the end of each chapter. This and the use of the same set of examples make the book quite easy to read and follow. Its comprehensive list of references has more than 70 entries. It is an excellent text. (Anoop Malaviya, Computing Reviews, February, 2017)

Muu info

"The authors have done an excellent job in writing a textbook with the potential of becoming an important contribution to modelling computerized systems of all kinds." (Professor David Harel, The Weizmann Institute of Science, Vice President of the Israel Academy of Sciences and Humanities) "Various types of behavioural models play an important role in computer science, system development and business process management. Often, these models have been presented separately, which made it difficult from students and analysts to understand their connections. This book is unique in filling this gap by providing an integrated perspective on such diverse topics as transition systems, automata, state machines, Petri nets, BPMN, and temporal logic. It is therefore a must read for all interested in modelling behaviour and analysing business processes." (Prof. Dr. Jan Mendling, Wirtschaftsuniversitat Wien, Institute for Information Business) "The book by Kunze and Weske provides a valuable in-depth overview of modelling in the digital era. It will thus be helpful for practitioners to understand the core assets as well as for students who get an easy accessible, yet formally grounded overview of behavioural modelling techniques and their analysis forms." (Prof. Dr. Bernhard Rumpe, RWTH Aachen University, Software Engineering)
Part I Foundations
1(36)
1 Introduction
3(18)
1.1 Behavioural Models
3(1)
1.2 Motivating Example
4(3)
1.3 On Modelling
7(6)
1.4 Models in Computer Science
13(4)
1.5 Modelling in System Development
17(4)
2 Discrete Dynamic Systems
21(16)
2.1 Characterisation of Dynamic Systems
21(5)
2.2 Transition Systems
26(6)
2.3 Events and Causality
32(1)
2.4 Application of Discrete Dynamic System Models
33(4)
Bibliographical Notes
36(1)
Part II Models of Behaviour
37(124)
3 Sequential Systems
39(42)
3.1 Finite Automata
40(9)
3.2 Automata with Output
49(5)
3.3 Extended Automata
54(10)
3.4 State Machines
64(17)
Bibliographical Notes
78(3)
4 Concurrent Systems
81(44)
4.1 State Machines
83(10)
4.2 Interacting Systems
93(14)
4.3 Petri Nets
107(18)
Bibliographical Notes
124(1)
5 Business Process Models
125(36)
5.1 Workflow Patterns
126(11)
5.2 Introduction to Business Process Modelling
137(4)
5.3 Business Process Model and Notation
141(20)
Bibliographical Notes
159(2)
Part III Analysis of Behaviour
161(112)
6 State Spaces
163(24)
6.1 Introduction to State Spaces
164(2)
6.2 State Spaces of Sequential Systems
166(12)
6.3 State Spaces of Concurrent Systems
178(9)
Bibliographical Notes
185(2)
7 Comparing Behaviour
187(44)
7.1 Behavioural Equivalence
188(18)
7.2 Behavioural Inheritance
206(10)
7.3 Behavioural Similarity
216(15)
Bibliographical Notes
228(3)
8 Verification
231(42)
8.1 Overview of Verification
232(2)
8.2 Temporal Logic
234(15)
8.3 Model Checking
249(4)
8.4 Behavioural Properties
253(4)
8.5 Business Process Compliance
257(16)
Bibliographical Notes
271(2)
References 273(4)
Index 277
Mathias Weske is chair of the business process technology research group at Hasso Plattner Institute of IT Systems Engineering at the University of Potsdam, Germany. The research group addresses real-world BPM problems with formal approaches and engineers useful prototypes. His research focuses on process oriented information systems, decision management, and event handling.

Matthias Kunze is a senior business process manager at Zalando SE. Before joining Zalando in 2015, he was a postdoctoral researcher and lecturer at the research group of Mathias Weske at the Hasso Plattner Institute. Besides his contributions to many practical aspects of BPM, his research work focussed on the behavioural analysis of business process models. Matthias Kunze received his PhD in 2013 for his dissertation on searching business process models.
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