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Simulation and Computational Red Teaming for Problem Solving

2019-11-19 Computers
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Release : 2019-11-19
Genre : Computers
Kind : eBook
Book Rating : 171/5 ( reviews)

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Book Synopsis Simulation and Computational Red Teaming for Problem Solving by : Jiangjun Tang

Download or read book Simulation and Computational Red Teaming for Problem Solving written by Jiangjun Tang. This book was released on 2019-11-19. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative guide to computer simulation grounded in a multi-disciplinary approach for solving complex problems Simulation and Computational Red Teaming for Problem Solving offers a review of computer simulation that is grounded in a multi-disciplinary approach. The authors present the theoretical foundations of simulation and modeling paradigms from the perspective of an analyst. The book provides the fundamental background information needed for designing and developing consistent and useful simulations. In addition to this basic information, the authors explore several advanced topics. The book’s advanced topics demonstrate how modern artificial intelligence and computational intelligence concepts and techniques can be combined with various simulation paradigms for solving complex and critical problems. Authors examine the concept of Computational Red Teaming to reveal how the combined fundamentals and advanced techniques are used successfully for solving and testing complex real-world problems. This important book: • Demonstrates how computer simulation and Computational Red Teaming support each other for solving complex problems • Describes the main approaches to modeling real-world phenomena and embedding these models into computer simulations • Explores how a number of advanced artificial intelligence and computational intelligence concepts are used in conjunction with the fundamental aspects of simulation Written for researchers and students in the computational modelling and data analysis fields, Simulation and Computational Red Teaming for Problem Solving covers the foundation and the standard elements of the process of building a simulation and explores the simulation topic with a modern research approach.

Simulation and Computational Red Teaming for Problem Solving

2019-10-18 Computers
Download Simulation and Computational Red Teaming for Problem Solving PDF Online Free

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Release : 2019-10-18
Genre : Computers
Kind : eBook
Book Rating : 104/5 ( reviews)

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Book Synopsis Simulation and Computational Red Teaming for Problem Solving by : Jiangjun Tang

Download or read book Simulation and Computational Red Teaming for Problem Solving written by Jiangjun Tang. This book was released on 2019-10-18. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative guide to computer simulation grounded in a multi-disciplinary approach for solving complex problems Simulation and Computational Red Teaming for Problem Solving offers a review of computer simulation that is grounded in a multi-disciplinary approach. The authors present the theoretical foundations of simulation and modeling paradigms from the perspective of an analyst. The book provides the fundamental background information needed for designing and developing consistent and useful simulations. In addition to this basic information, the authors explore several advanced topics. The book’s advanced topics demonstrate how modern artificial intelligence and computational intelligence concepts and techniques can be combined with various simulation paradigms for solving complex and critical problems. Authors examine the concept of Computational Red Teaming to reveal how the combined fundamentals and advanced techniques are used successfully for solving and testing complex real-world problems. This important book: • Demonstrates how computer simulation and Computational Red Teaming support each other for solving complex problems • Describes the main approaches to modeling real-world phenomena and embedding these models into computer simulations • Explores how a number of advanced artificial intelligence and computational intelligence concepts are used in conjunction with the fundamental aspects of simulation Written for researchers and students in the computational modelling and data analysis fields, Simulation and Computational Red Teaming for Problem Solving covers the foundation and the standard elements of the process of building a simulation and explores the simulation topic with a modern research approach.

Computational Red Teaming

2014-10-30 Technology & Engineering
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Release : 2014-10-30
Genre : Technology & Engineering
Kind : eBook
Book Rating : 817/5 ( reviews)

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Book Synopsis Computational Red Teaming by : Hussein A. Abbass

Download or read book Computational Red Teaming written by Hussein A. Abbass. This book was released on 2014-10-30. Available in PDF, EPUB and Kindle. Book excerpt: Written to bridge the information needs of management and computational scientists, this book presents the first comprehensive treatment of Computational Red Teaming (CRT). The author describes an analytics environment that blends human reasoning and computational modeling to design risk-aware and evidence-based smart decision making systems. He presents the Shadow CRT Machine, which shadows the operations of an actual system to think with decision makers, challenge threats, and design remedies. This is the first book to generalize red teaming (RT) outside the military and security domains and it offers coverage of RT principles, practical and ethical guidelines. The author utilizes Gilbert’s principles for introducing a science. Simplicity: where the book follows a special style to make it accessible to a wide range of readers. Coherence: where only necessary elements from experimentation, optimization, simulation, data mining, big data, cognitive information processing, and system thinking are blended together systematically to present CRT as the science of Risk Analytics and Challenge Analytics. Utility: where the author draws on a wide range of examples, ranging from job interviews to Cyber operations, before presenting three case studies from air traffic control technologies, human behavior, and complex socio-technical systems involving real-time mining and integration of human brain data in the decision making environment.

Impact of Advances in Computing and Communications Technologies on Chemical Science and Technology

1999-08-31 Mathematics
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Release : 1999-08-31
Genre : Mathematics
Kind : eBook
Book Rating : 029/5 ( reviews)

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Book Synopsis Impact of Advances in Computing and Communications Technologies on Chemical Science and Technology by : National Research Council

Download or read book Impact of Advances in Computing and Communications Technologies on Chemical Science and Technology written by National Research Council. This book was released on 1999-08-31. Available in PDF, EPUB and Kindle. Book excerpt: The Chemical Sciences Roundtable provides a forum for discussing chemically related issues affecting government, industry and government. The goal is to strengthen the chemical sciences by foster communication among all the important stakeholders. At a recent Roundtable meeting, information technology was identified as an issue of increasing importance to all sectors of the chemical enterprise. This book is the result of a workshop convened to explore this topic.

Discrete Choice Methods with Simulation

2009-07-06 Business & Economics
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Release : 2009-07-06
Genre : Business & Economics
Kind : eBook
Book Rating : 559/5 ( reviews)

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Book Synopsis Discrete Choice Methods with Simulation by : Kenneth Train

Download or read book Discrete Choice Methods with Simulation written by Kenneth Train. This book was released on 2009-07-06. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.

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