Introduction to Intelligent Simulation: The Rao Language

ISBN-13: 9781461376149 / Angielski / Miękka / 2012 / 516 str.

Abdelhakim Artiba; V. V. Emelyanov; S. I. Iassinovski

Opis

Introduction to Intelligent Simulation of Complex Discrete Systems and Processes: RAO Language focuses on a unique approach in modeling and simulation of complex systems. In this volume are considered features of complex systems and processes, their mathematical description, and modeling. Theoretical foundations of the RAO (Resource-Action-Operation) language as well as its syntax and utilisation are given. Examples of simulation models of different complexity levels, related to different fields, are also presented.
The RAO intelligent modeling system, introduced and described in Introduction to Intelligent Simulation of Complex Discrete Systems and Processes is unique because: (1) it makes simulation modeling universal for the classes of systems and processes modeled; (2) it is simple to modify the models; and (3) it has the capacity to model complex control systems together with the object controlled (including simulation modeling for on-line control). The RAO tool allows the user to use a language very similar to his professional language and rids him of intermediary, supplementary description of the system modeled.
In fifteen chapters this volume provides an overview of general modeling trends, and hence serves the research community in guiding their modeling methods; intelligent simulation modeling is introduced to solve complex systems and processes.

Spis treści

1. Introduction. 2. Complex Discrete Systems. 3. Aspects of Complex Systems Simulation. 4. Artificial Intelligence Methods. 5. Resources - Actions - Operations Method. Basic Theses. 6. Basics of Rao Simulation. 7. Primary Constructions of Rao Language. 8. Simple Rao Models. 9. Certain Constructions of the Language. 10. Advanced Rao Models. Animation. 11. Interactive Rao Models. 12. Model of Simple Genetic Algorithm. 13. Sawmill Shop Model. 14. Distributed Data Base Control System Model. 15. Modelling Discrete/Continuous Systems. 16. Loading and Scheduling in Textile Industry. 17. Hybrid Systems for Production Control. Conclusion. Appendix: Rao Language Syntax Diagrams. Author Index. Subject Index.