Recent Developments and the New Directions of Research, Foundations, and Applications

Recent Developments and the New Directions of Research, Foundations, and Applications
Author :
Publisher : Springer Nature
Total Pages : 323
Release :
ISBN-10 : 9783031234767
ISBN-13 : 3031234766
Rating : 4/5 (67 Downloads)

Synopsis Recent Developments and the New Directions of Research, Foundations, and Applications by : Shahnaz N. Shahbazova

This book is a collection of papers presented during the 8th World Conference on Soft Computing in February 2022. The papers cover multiple areas important for soft computing. Some papers are dedicated to fundamental aspects of soft computing, i.e., fuzzy mathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregation, and neural networks. Others emphasize the application of soft computing methods to data analysis, image processing, decision-making, classification, series prediction, economics, control, and modeling.

Recent Developments and the New Direction in Soft-Computing Foundations and Applications

Recent Developments and the New Direction in Soft-Computing Foundations and Applications
Author :
Publisher : Springer
Total Pages : 623
Release :
ISBN-10 : 9783319754086
ISBN-13 : 3319754084
Rating : 4/5 (86 Downloads)

Synopsis Recent Developments and the New Direction in Soft-Computing Foundations and Applications by : Lotfi A. Zadeh

This book is an authoritative collection of contributions in the field of soft-computing. Based on selected works presented at the 6th World Conference on Soft Computing, held on May 22-25, 2016, in Berkeley, USA, it describes new theoretical advances, as well as cutting-edge methods and applications. Theories cover a wealth of topics, such as fuzzy logic, cognitive modeling, Bayesian and probabilistic methods, multi-criteria decision making, utility theory, approximate reasoning, human-centric computing and many others. Applications concerns a number of fields, such as internet and semantic web, social networks and trust, control and robotics, computer vision, medicine and bioinformatics, as well as finance, security and e-Commerce, among others. Dedicated to the 50th Anniversary of Fuzzy Logic and to the 95th Birthday Anniversary of Lotfi A. Zadeh, the book not only offers a timely view on the field, yet it also discusses thought-provoking developments and challenges, thus fostering new research directions in the diverse areas of soft computing.

Recent Developments and the New Direction in Soft-Computing Foundations and Applications

Recent Developments and the New Direction in Soft-Computing Foundations and Applications
Author :
Publisher : Springer Nature
Total Pages : 555
Release :
ISBN-10 : 9783030471248
ISBN-13 : 3030471241
Rating : 4/5 (48 Downloads)

Synopsis Recent Developments and the New Direction in Soft-Computing Foundations and Applications by : Shahnaz N. Shahbazova

This book gathers authoritative contributions in the field of Soft Computing. Based on selected papers presented at the 7th World Conference on Soft Computing, which was held on May 29–31, 2018, in Baku, Azerbaijan, it describes new theoretical advances, as well as cutting-edge methods and applications. New theories and algorithms in fuzzy logic, cognitive modeling, graph theory and metaheuristics are discussed, and applications in data mining, social networks, control and robotics, geoscience, biomedicine and industrial management are described. This book offers a timely, broad snapshot of recent developments, including thought-provoking trends and challenges that are yielding new research directions in the diverse areas of Soft Computing.

Recent Developments and New Direction in Soft-Computing Foundations and Applications

Recent Developments and New Direction in Soft-Computing Foundations and Applications
Author :
Publisher : Springer
Total Pages : 511
Release :
ISBN-10 : 9783319322292
ISBN-13 : 331932229X
Rating : 4/5 (92 Downloads)

Synopsis Recent Developments and New Direction in Soft-Computing Foundations and Applications by : Lotfi A. Zadeh

This book reports on advanced theories and cutting-edge applications in the field of soft computing. The individual chapters, written by leading researchers, are based on contributions presented during the 4th World Conference on Soft Computing, held May 25-27, 2014, in Berkeley. The book covers a wealth of key topics in soft computing, focusing on both fundamental aspects and applications. The former include fuzzy mathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregation and neural networks, while the latter include soft computing in data analysis, image processing, decision-making, classification, series prediction, economics, control, and modeling. By providing readers with a timely, authoritative view on the field, and by discussing thought-provoking developments and challenges, the book will foster new research directions in the diverse areas of soft computing.

Artificial Intelligence in Control and Decision-making Systems

Artificial Intelligence in Control and Decision-making Systems
Author :
Publisher : Springer Nature
Total Pages : 394
Release :
ISBN-10 : 9783031257599
ISBN-13 : 3031257596
Rating : 4/5 (99 Downloads)

Synopsis Artificial Intelligence in Control and Decision-making Systems by : Yuriy P. Kondratenko

This book presents an authoritative collection of contributions reporting on computational intelligence, fuzzy systems as well as artificial intelligence techniques for modeling, optimization, control and decision-making together with applications and case studies in engineering, management and economic sciences. Dedicated to the Academician of the Polish Academy of Sciences, Professor Janusz Kacprzyk in recognition of his pioneering work, the book reports on theories, methods and new challenges in artificial intelligence, thus offering not only a timely reference guide but also a source of new ideas and inspirations for graduate students and researchers alike. The book consists of the 18 chapters, presented by distinguished and experienced authors from 16 different countries (Australia, Brazil, Canada, Chile, Germany, Hungary, Israel, Italy, China, R.N.Macedonia, Saudi Arabia, Spain, Turkey, United States, Ukraine, and Vietnam). All chapters are grouped into three parts: Computational Intelligence and Fuzzy Systems, Artificial Intelligence Techniques in Modelling and Optimization, and Computational Intelligence in Control and Decision Support Processes. The book reflects recent developments and new directions in artificial intelligence, including computation method of the interval hull to solutions of interval and fuzzy interval linear systems, fuzzy-Petri-networks in supervisory control of Markov processes in robotic systems, fuzzy approaches for linguistic data summaries, first-approximation analysis for choosing fuzzy or neural systems and type-1 or type-2 fuzzy sets, matrix resolving functions in game dynamic problems, evolving stacking neuro-fuzzy probabilistic networks and their combined learning in online pattern recognition tasks, structural optimization of fuzzy control and decision-making systems, neural and granular fuzzy adaptive modeling, state and action abstraction for search and reinforcement learning algorithms. Among the most successful and perspective implementations in practical areas of human activity are tentative algorithms for neurological disorders, human-centric question-answering system, OWA operators in pensions, evaluation of the perception of public safety through fuzzy and multi-criteria approach, a multicriteria hierarchical approach to investment location choice, intelligent traffic signal control and generative adversarial networks in cybersecurity.

Complex Systems: Solutions and Challenges in Economics, Management and Engineering

Complex Systems: Solutions and Challenges in Economics, Management and Engineering
Author :
Publisher : Springer
Total Pages : 543
Release :
ISBN-10 : 9783319699899
ISBN-13 : 331969989X
Rating : 4/5 (99 Downloads)

Synopsis Complex Systems: Solutions and Challenges in Economics, Management and Engineering by : Christian Berger-Vachon

This book presents an authoritative collection of contributions reporting on fuzzy logic and decision theory, together with applications and case studies in economics and management science. Dedicated to Professor Jaume Gil Aluja in recognition of his pioneering work, the book reports on theories, methods and new challenges, thus offering not only a timely reference guide but also a source of new ideas and inspirations for graduate students and researchers alike.

Fuzzy Optimization, Decision-making and Operations Research

Fuzzy Optimization, Decision-making and Operations Research
Author :
Publisher : Springer Nature
Total Pages : 753
Release :
ISBN-10 : 9783031356681
ISBN-13 : 3031356683
Rating : 4/5 (81 Downloads)

Synopsis Fuzzy Optimization, Decision-making and Operations Research by : Chiranjibe Jana

After developing fuzzy set theory, many contributors focused their research on the extension of fuzzy sets and their computational methodologies, strengthening modern science and technology. In some real-life phenomena, the conventional methods and traditional fuzzy sets cannot be explained, whereas the extension of fuzzy sets and effective new computing methods can explain it adequately. This edited book presents a new view of fuzzy set-measurement methods entitled "Fuzzy Optimization, Decision Making and Operations Research: Theory and Applications", which deals with different perspectives and areas of research. All chapters are divided into three parts: fuzzy optimization, fuzzy decision-making, and fuzzy operation research. The goal of this book is to provide a relevant methodological framework covering the core fields of fuzzy decision-making method, fuzzy optimization method, fuzzy graphics method, fuzzy operations research, fuzzy optimization using graph theory, fuzzy support systems and its real and industrial applications. For many people, fuzzy words' industrial engineering and scientific meanings are still an advanced system for improving modern science and technology. Although fuzzy logic can be applied to many different areas, people do not know how different fuzzy approaches can be applied to various products currently on the market. It is written for professionals who wish to share their expertise, improve their findings, and provide relevant information in the fields of fuzzy methods and their application in decision-making, optimization theory, graph theory and operations research. This book is aimed at experts and practitioners in the fields of fuzzy optimization, fuzzy decision-making, and fuzzy operation research.

The Sage Handbook of Survey Development and Application

The Sage Handbook of Survey Development and Application
Author :
Publisher : SAGE Publications Limited
Total Pages : 512
Release :
ISBN-10 : 9781529618624
ISBN-13 : 1529618622
Rating : 4/5 (24 Downloads)

Synopsis The Sage Handbook of Survey Development and Application by : Lucy R. Ford

The SAGE Handbook of Survey Development and Application provides a practical resource that researchers can go to for cutting-edge tools to ensure they are employing the best survey research techniques. This handbook not only covers the classic and innovational skills and approaches involved at every step of the survey research process, but also centres itself around applied, how-to guidance to aid readers in best practice. Chapters engage with a broad range of topics including sampling issues, approaches to establishment of measurement equivalence, and the use of online labour pools in survey development. With contributions from a global community of leading and emerging scholars across a wide variety of disciplines, this Handbook is focused on being applicable and accessible across the social sciences. Containing over 120 tables and figures, checklists and tutorial guides, The SAGE Handbook of Survey Development and Application will serve as a one stop resource for survey research. This handbook serves as a touchstone for a variety of fields such as Organizational Behavior, Industrial & Organizational Psychology, Management, Psychology, Educational Research, Marketing, Public Policy, and others. PART 1: Conceptual Issues and Operational Definition PART 2: Research Design Considerations PART 3: Item Development PART 4: Scale Improvement Methods PART 5: Data Collection PART 6: Data Management and Analysis PART 7: Research Production and Dissemination PART 8: Applications