Advances in Complex Decision Making

Advances in Complex Decision Making
Title Advances in Complex Decision Making PDF eBook
Author Walayat Hussain
Publisher CRC Press
Pages 127
Release 2023-12-08
Genre Computers
ISBN 1000993957

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The rapidly evolving business and technology landscape demands sophisticated decision-making tools to stay ahead of the curve. Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing is a cutting-edge technical guide exploring the latest decision-making technology advancements. This book provides a comprehensive overview of machine learning algorithms and examines their applications in complex decision-making systems in a service-oriented framework. The authors also delve into service-oriented computing and how it can be used to build complex systems that support decision making. Many real-world examples are discussed in this book to provide a practical insight into how discussed techniques can be applied in various domains, including distributed computing, cloud computing, IoT and other online platforms. For researchers, students, data scientists and technical practitioners, this book offers a deep dive into the current developments of machine learning algorithms and their applications in service-oriented computing. This book discusses various topics, including Fuzzy Decisions, ELICIT, OWA aggregation, Directed Acyclic Graph, RNN, LSTM, GRU, Type-2 Fuzzy Decision, Evidential Reasoning algorithm and robust optimisation algorithms. This book is essential for anyone interested in the intersection of machine learning and service computing in complex decision-making systems.

Advances in Complex Decision Making

Advances in Complex Decision Making
Title Advances in Complex Decision Making PDF eBook
Author Walayat Hussain
Publisher
Pages 0
Release 2023-12-06
Genre
ISBN 9781032375274

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This book provides a comprehensive overview of machine learning algorithms and examines their application in complex decision-making systems in a service-oriented framework.

Advanced Decision-Making Methods and Applications in System Safety and Reliability Problems

Advanced Decision-Making Methods and Applications in System Safety and Reliability Problems
Title Advanced Decision-Making Methods and Applications in System Safety and Reliability Problems PDF eBook
Author He Li
Publisher Springer Nature
Pages 196
Release 2022-07-09
Genre Technology & Engineering
ISBN 3031074300

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This book reviews and presents several approaches to advanced decision-making models for safety and risk assessment. Each introduced model provides case studies indicating a high level of efficiency, robustness, and applicability, which allow readers to utilize them in their understudy risk-based assessment applications. The book begins by introducing a novel dynamic DEMATEL for improving safety management systems. It then progresses logically, dedicating a chapter to each approach, including advanced FMEA with probabilistic linguistic preference relations, Bayesian Network approach and interval type-2 fuzzy set, advanced TOPSIS with spherical fuzzy set, and advanced BWM with neutrosophic fuzzy set and evidence theory. This book will be of interest to professionals and researchers working in the field of system safety and reliability and postgraduate and undergraduate students studying applications of decision-making tools and expert systems.

Advanced Multi-Criteria Decision Making for Addressing Complex Sustainability Issues

Advanced Multi-Criteria Decision Making for Addressing Complex Sustainability Issues
Title Advanced Multi-Criteria Decision Making for Addressing Complex Sustainability Issues PDF eBook
Author Chatterjee, Prasenjit
Publisher IGI Global
Pages 384
Release 2019-05-03
Genre Technology & Engineering
ISBN 1522585818

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Sustainability issues have gained more importance in contemporary globalization, pushing decision makers to find a systematic mathematical approach to conduct analyses of this real-world problem. The growing complexity in modern social-economics or engineering environments or systems has forced researchers to solve complicated problems by using multi-criteria decision-making (MCDM) approaches. However, traditional MCDM research mainly focuses on reaching the highest economic value or efficiency, and issues related to sustainability are still not closely explored. Advanced Multi-Criteria Decision Making for Addressing Complex Sustainability Issues discusses and addresses the challenges in the implementation of decision-making models in the context of green and sustainable engineering, criteria identification, quantification, comparison, selection, and analysis in the context of manufacturing, supply chain, transportation, and energy sectors. All academic communities in the areas of management, economics, business sciences, mechanical, and manufacturing technologies are able to use, apply, and implement the models presented in this book. It is intended for researchers, manufacturers, engineers, managers, industry professionals, academicians, and students.

Advances in Decision Making

Advances in Decision Making
Title Advances in Decision Making PDF eBook
Author Fausto Pedro García Márquez
Publisher BoD – Books on Demand
Pages 192
Release 2022-07-27
Genre Business & Economics
ISBN 1839694963

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This book presents a comprehensive overview of the principles and practices of decision-making. It highlights the interface between engineering/technology and the organizational, administrative, and planning abilities of decision-making. The chapters address decision-making using real-world case studies. They also discuss decision-making theory as well as relevant analysis techniques. The book blends computational techniques, dynamic analysis, probabilistic methods, and mathematical optimization techniques to support the analysis of multi-criteria decision-making problems with defined constraints and requirements.

Advanced Studies in Multi-Criteria Decision Making

Advanced Studies in Multi-Criteria Decision Making
Title Advanced Studies in Multi-Criteria Decision Making PDF eBook
Author Sarah Ben Amor
Publisher CRC Press
Pages 177
Release 2019-12-11
Genre Business & Economics
ISBN 1351722107

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With contributions from some of the top academics and scientists in the field, Advanced Studies in Multi-Criteria Decision Making presents an updated view of the landscape of Decision Sciences, current research topics, the interaction with other sciences and fields, as well as the prospects and challenges at an international level. Given that Decision Sciences are recognized today as indispensable for confronting the major societal challenges in science and technology, this book would be of interest to decision-makers, managers, and researchers from academia, and industrial/services companies that would like a fresh insight into MCDM. Features Integrates a wide range of scientific fields with a general reader approach, including applied researchers from the social, business, enterprise sciences Suitable for academics and professionals Presents a broad coverage of MCDM tools either in industry or in services companies and systems Provides a fresh overview on MCDM studies promoted by prestigious R&D institutions

A Caring Advanced Practice Nursing Model

A Caring Advanced Practice Nursing Model
Title A Caring Advanced Practice Nursing Model PDF eBook
Author Lisbeth Maria Fagerström
Publisher Springer Nature
Pages 248
Release 2021-06-30
Genre Medical
ISBN 303053555X

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This book introduces readers to the basics of Advanced Practice Nursing (APN), which offers expanded clinical competence that can help improve the quality of health and care services. The book offers a range of perspectives on APN, APN models, APN education, challenges in the implementation of APN in new countries, as well as a description of the APN role, including areas of expertise. These core areas of the Caring APN model (clinical nursing practice; ethical decision-making; coaching and teaching; consultation; collaboration; case management; leadership; research and development) are described, together with the role of APN in acute care and primary healthcare service contexts. The book also explores the connection between epistemology, a three-dimensional view of knowledge (epistêmê, technê and phronesis) and a caritative perspective, as well as central theoretical aspects of nursing, e.g. health, holism and ethics/ethos. All research should be grounded in theoretical perspectives, and here we highlight the value of a caring and person-centered philosophy in advanced practice nursing. Through its specific focus on the central, generic theoretical features of nursing science that deepen the role of APN and the scope of practice and APN research and education, the content presented here will help any researcher, teacher or student understand the importance of epistemological issues for research, education and clinical practice in this field. Moreover, it can be used when designing Master’s programs in Advanced Practice Nursing, making the book a valuable resource for the international nursing community.