Deterministic and Stochastic Approaches in Computer Modeling and Simulation

Deterministic and Stochastic Approaches in Computer Modeling and Simulation

Indexed In: SCOPUS
Release Date: October, 2023|Copyright: © 2023 |Pages: 513
DOI: 10.4018/978-1-6684-8947-5
ISBN13: 9781668489475|ISBN10: 1668489473|EISBN13: 9781668489499
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Description & Coverage
Description:

In the field of computer modeling and simulation, academic scholars face a pressing challenge—how to navigate the complex landscape of both deterministic and stochastic approaches to modeling. This multifaceted arena demands a unified organizational framework, a comprehensive guide that can seamlessly bridge the gap between theory and practical application. Without such a resource, scholars may struggle to harness the full potential of computer modeling, leaving critical questions unanswered and innovative solutions undiscovered.

Deterministic and Stochastic Approaches in Computer Modeling and Simulation serves as the definitive solution to the complex problem scholars encounter. By presenting a comprehensive and unified organizational approach, this book empowers academics to conquer the challenges of computer modeling with confidence. It not only provides a classification of modeling methods but also offers a formalized, step-by-step approach to conducting model investigations, starting from defining objectives to analyzing experimental results.

For academic scholars seeking a holistic understanding of computer modeling, this book is the ultimate solution. It caters to the diverse needs of scholars by addressing both deterministic and stochastic approaches. Through its structured chapters, it guides readers from the very basics of computer systems investigation to advanced topics like stochastic analytical modeling and statistical modeling. By embracing this book, scholars gain access to a wealth of knowledge and a unified framework that will empower them to excel in their research, ultimately shaping the future of computer modeling and simulation.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Classification of Modeling Methods
  • Comprehensive Guide
  • Computer Modeling
  • Computer Systems Investigation
  • Deterministic Approaches
  • Experimental Results
  • Holistic Understanding
  • Model Investigations
  • Statistical Modeling
  • Stochastic Analytical Modeling
  • Stochastic Approaches
  • Theory And Practical Application
  • Unified Organizational Framework
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Editor/Author Biographies
Radi Romansky is originally from Botevgrad, Bulgaria. Full professor at Technical University of Sofia in “Computer Systems, Complexes and Networks”, Doctor (PhD) in “Computer Engineering” and Doctor of Science (D.Sc.) in “Informatics and Computer Science”. He has been Head of Department (2000-2004 & 2010-2015), Vice Chairmen of General Assembly of Technical University of Sofia (2011-2015), and Vice-Rector of Technical University of Sofia (2015-2019). Full member of European Network of Excellence on High Performance and Embedded Architectures and Compilation (HiPEAC) and Member of Advisory Board of “The Swiss Innovation Lab”, Swiss Innovation Valley. Member of Management Council of Union of Electronics, Electrical Engineering and Communication; Member of Consultative Council of “Center for Research and Analysis”. He is organizer and publisher of International Journal on Information Technologies and Security and International Conference on Information Technologies. Member of Editorial Board of journals Mathematics (Switzerland), Electro-technique and Computer Systems (Ukraine), Electronics and Electro-technique (Bulgaria), etc. He has over 225 scientific publications and over 25 books. Areas of scientific interests: ICT, informatics, computer architectures, computer modelling, privacy, and data protection, etc.
Nikolay Hinov is originally from Lukovit, Bulgaria. Professor at Technical University of Sofia in “Industrial electronics”, Doctor (PhD) in “Power electronic converters”. He has been Vice Dean of the Faculty of Electronic Engineering and Technology of Technical University of Sofia (2011-2019). Currently, he is the Head of the Department of Power Electronics at the Technical University of Sofia. Member of IEEE Computational Intelligence Society, IEEE Power Electronics Society and IEEE Industrial Electronics Society. Member of Management Council of Union of Electronics, Electrical Engineering and Communication. He is organizer of International Scientific Conference COMPUTER SCIENCE, National Conference with International Participation Electronica, International Conference on High Technology for Sustainable Development, and International Conference on Information Technologies. Member of Editorial Board of journals Electronics (Switzerland) and International Journal on Information Technologies and Security (Bulgaria). He has over 265 scientific publications, 13 patents and utility models and 2 books. Areas of scientific interests: ICT, artificial intelligence, computer architectures, computer modelling, electric and autonomous cars, smart cities, and networks, etc.
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