Hardware Implementation Of Intelligent Systems

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Hardware Implementation of Intelligent Systems

Author : Horia-Nicolai Teodorescu
Publisher : Physica
ISBN 13 : 379081816X
Total Pages : 287 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis Hardware Implementation of Intelligent Systems by : Horia-Nicolai Teodorescu

Download or read book Hardware Implementation of Intelligent Systems written by Horia-Nicolai Teodorescu and published by Physica. This book was released on 2013-11-11 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent systems are now being used more commonly than in the past. These involve cognitive, evolving and artificial-life, robotic, and decision making systems, to name a few. Due to the tremendous speed of development, on both fundamental and technological levels, it is virtually impossible to offer an up-to-date, yet comprehensive overview of this field. Nevertheless, the need for a volume presenting recent developments and trends in this domain is huge, and the demand for such a volume is continually increasing in industrial and academic engineering 1 communities. Although there are a few volumes devoted to similar issues , none offer a comprehensive coverage of the field; moreover they risk rapidly becoming obsolete. The editors of this volume cannot pretend to fill such a large gap. However, it is the editors' intention to fill a significant part of this gap. A comprehensive coverage of the field should include topics such as neural networks, fuzzy systems, neuro-fuzzy systems, genetic algorithms, evolvable hardware, cellular automata-based systems, and various types of artificial life-system implementations, including autonomous robots. In this volume, we have focused on the first five topics listed above. The volume is composed of four parts, each part being divided into chapters, with the exception of part 4. In Part 1, the topics of "Evolvable Hardware and GAs" are addressed. In Chapter 1, "Automated Design Synthesis and Partitioning for Adaptive Reconfigurable Hardware", Ranga Vemuri and co-authors present state-of-the-art adaptive architectures, their classification, and their applications.

Hardware Implementation of Intelligent Systems

Author : Horia-Nicolai Teodorescu
Publisher :
ISBN 13 : 9783662003510
Total Pages : 300 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Hardware Implementation of Intelligent Systems by : Horia-Nicolai Teodorescu

Download or read book Hardware Implementation of Intelligent Systems written by Horia-Nicolai Teodorescu and published by . This book was released on 2014-01-15 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence Hardware Design

Author : Albert Chun-Chen Liu
Publisher : John Wiley & Sons
ISBN 13 : 1119810477
Total Pages : 244 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Artificial Intelligence Hardware Design by : Albert Chun-Chen Liu

Download or read book Artificial Intelligence Hardware Design written by Albert Chun-Chen Liu and published by John Wiley & Sons. This book was released on 2021-08-23 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENCE HARDWARE DESIGN Learn foundational and advanced topics in Neural Processing Unit design with real-world examples from leading voices in the field In Artificial Intelligence Hardware Design: Challenges and Solutions, distinguished researchers and authors Drs. Albert Chun Chen Liu and Oscar Ming Kin Law deliver a rigorous and practical treatment of the design applications of specific circuits and systems for accelerating neural network processing. Beginning with a discussion and explanation of neural networks and their developmental history, the book goes on to describe parallel architectures, streaming graphs for massive parallel computation, and convolution optimization. The authors offer readers an illustration of in-memory computation through Georgia Tech’s Neurocube and Stanford’s Tetris accelerator using the Hybrid Memory Cube, as well as near-memory architecture through the embedded eDRAM of the Institute of Computing Technology, the Chinese Academy of Science, and other institutions. Readers will also find a discussion of 3D neural processing techniques to support multiple layer neural networks, as well as information like: A thorough introduction to neural networks and neural network development history, as well as Convolutional Neural Network (CNN) models Explorations of various parallel architectures, including the Intel CPU, Nvidia GPU, Google TPU, and Microsoft NPU, emphasizing hardware and software integration for performance improvement Discussions of streaming graph for massive parallel computation with the Blaize GSP and Graphcore IPU An examination of how to optimize convolution with UCLA Deep Convolutional Neural Network accelerator filter decomposition Perfect for hardware and software engineers and firmware developers, Artificial Intelligence Hardware Design is an indispensable resource for anyone working with Neural Processing Units in either a hardware or software capacity.

Bio-Inspired Technologies for the Hardware of Adaptive Systems

Author : Mircea Gh. Negoita
Publisher : Springer
ISBN 13 : 3540769951
Total Pages : 202 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Bio-Inspired Technologies for the Hardware of Adaptive Systems by : Mircea Gh. Negoita

Download or read book Bio-Inspired Technologies for the Hardware of Adaptive Systems written by Mircea Gh. Negoita and published by Springer. This book was released on 2009-01-21 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolvable Hardware (EHW) has emerged as a sub-domain of artificial evolution represented by a design methodology (consortium of methods) involving the application of Evolutionary Algorithms (EA) to the synthesis of digital and analogue electronic circuits and systems. Nevertheless, the most benefit for the society and indeed most revolutionizing application of EA is its hardware implementation leading to the EHW. These new EA based methodologies led to a new type of machines that is evolved to attain a desired behaviour, which means they have a behavioural computational intelligence. EHW is a special case of the adaptive hardware, namely being strongly related to the Adaptive Systems (AS) and the Adaptive Hardware (AH). The book presents a careful selection of the field that very well reflects the breadth of this high technology and its terminology and applications in context of the AS/AH. The harmonious symbiosis of the engineering approach and the accurate scientific methodology features the aspects of highly relevant and practical design principles governing the development of EHW and its connections with AS/AH. This book is both attractive and useful for everybody interested in the design and analysis of EHW in context of AS/AH and implementation of real time adaptive hardware hybrid intelligent systems.

Methodologies For The Conception, Design, And Application Of Intelligent Systems - Proceedings Of The 4th International Conference On Soft Computing (In 2 Volumes)

Download Methodologies For The Conception, Design, And Application Of Intelligent Systems - Proceedings Of The 4th International Conference On Soft Computing (In 2 Volumes) PDF Online Free

Author : Matsumoto Gen
Publisher : World Scientific
ISBN 13 : 9814740780
Total Pages : 1064 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis Methodologies For The Conception, Design, And Application Of Intelligent Systems - Proceedings Of The 4th International Conference On Soft Computing (In 2 Volumes) by : Matsumoto Gen

Download or read book Methodologies For The Conception, Design, And Application Of Intelligent Systems - Proceedings Of The 4th International Conference On Soft Computing (In 2 Volumes) written by Matsumoto Gen and published by World Scientific. This book was released on 1996-08-31 with total page 1064 pages. Available in PDF, EPUB and Kindle. Book excerpt: IIZUKA '96, the 4th International Conference on Soft Computing, emphasized the integration of the components of soft computing to promote the research work on post-digital computers and to realize the intelligent systems. At the conference, new developments and results in soft computing were introduced and discussed by researchers from academic, governmental, and industrial institutions.This volume presents the opening lectures by Prof. Lotfi A. Zadeh and Prof. Walter J. Freeman, the plenary lectures by seven eminent researchers, and about 200 carefully selected papers drawn from more than 20 countries. It documents current research and in-depth studies on the conception, design, and application of intelligent systems.

Robust Intelligent Systems

Author : Alfons Schuster
Publisher : Springer Science & Business Media
ISBN 13 : 1848002610
Total Pages : 297 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Robust Intelligent Systems by : Alfons Schuster

Download or read book Robust Intelligent Systems written by Alfons Schuster and published by Springer Science & Business Media. This book was released on 2008-08-06 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our time recognizes robustness as an important, all-pervading feature in the world around us. Despite its omnipresence, robustness is not entirely understood, rather dif?cult to de?ne, and, despite its obvious value in many situations, rather dif?cult to achieve. One of the goals of this edited book is to report on the topic of robustness from a variety and diverse range of ?elds and perspectives. We are interested, for instance, in fundamental strategies nature applies to make systems robust—and arguably “intelligent”—and how these strategies may hold as general design principles in modern technology. A particular focus is on computer-based systems and appli- tions. This in mind, the book has four main sections: Part I has a look at robustness in terms of underlying technologies and infrastr- tures upon which many computer-based “intelligent” systems reside and inves- gates robustness on the hardware and software level, but also in larger environments such as the Internet and self-managing systems. The contributions in Part II target robustness in research areas that are inspired by biology, including brain-computer interfaces, biological networks, and biological immune systems, for example. Part III involves the exciting ?eld of arti?cial intelligence. The chapters here discuss the value of robustness as a general design principle for arti?cial intelligence, stressing its potential in areas such as humanoid robotics and image processing.

Hardware Implementation of Genetic Algorithm Modules for Intelligent Systems

Author :
Publisher :
ISBN 13 :
Total Pages : 85 pages
Book Rating : 4.:/5 (651 download)

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Book Synopsis Hardware Implementation of Genetic Algorithm Modules for Intelligent Systems by :

Download or read book Hardware Implementation of Genetic Algorithm Modules for Intelligent Systems written by and published by . This book was released on 2005 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Genetic Algorithm (GA) is an intelligent search strategy supported by operations inspired by biological evolution. A typical GA for a particular application is a robust optimization algorithm that mimics the Darwinian theory of evolution. Although a GA is able to find very good solutions for a variety of applications, it typically requires many computations and iterations to be effective, and the amount of time consumed by these computations and iterations is enormous. Thus, software implementations of GAs applied to increasingly complex problems and large search spaces can cause unacceptable delays. An alternative to this approach is the hardware implementation of GAs in order to achieve tremendous speedup over software counterparts by exploiting the inherent parallelism of the GA paradigm. This thesis presents the design of libraries of hardware modules for a GA system - one library in the Hardware Description Language (HDL) Verilog HDL and one in the language VHDL. Each library is based on a widely used MATLAB library. The different modules of the GA system, i.e., selection modules (roulette wheel selection), crossover modules (one-point crossover, two-point crossover, arithmetic crossover, uniform crossover), the mutation module, example fitness modules and the random number generators are described in hardware using the HDLs. These Verilog HDL and VHDL RTL models are simulated to check for functionality and performance. The HDL modules can be used by other researchers to implement GAs in hardware. In this work the modules are also incorporated into an example GA architecture which exploits the features of pipelining and parallelization. These hardware modules can be synthesized to obtain the gate-level netlist and can be further mapped to Application Specific Integrated Circuits (ASICs) and Field Programmable Gate Arrays (FPGAs). The HDL simulation results and performance analysis for the GA architectures for several example problems are presented here and these results are compared to similar GAs implemented in software and in problem-specific custom hardware architectures. The modules in the library can be used by researchers to implement efficient architectures for specific problems of interest.

Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control

Author : Oscar Castillo
Publisher : Springer Science & Business Media
ISBN 13 : 3642045138
Total Pages : 320 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control by : Oscar Castillo

Download or read book Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control written by Oscar Castillo and published by Springer Science & Business Media. This book was released on 2009-10-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: We describe in this book, new methods for evolutionary design of intelligent s- tems using soft computing and their applications in modeling, simulation and c- trol. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and evolutionary algorithms, which can be used to produce powerful hybrid intelligent systems. The book is organized in four main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of evolutionary design of fuzzy systems in intelligent control, which consists of papers that propose new methods for designing and optimizing intelligent controllers for different applications. The second part c- tains papers with the main theme of evolutionary design of intelligent systems for pattern recognition applications, which are basically papers using evolutionary al- rithms for optimizing modular neural networks with fuzzy systems for response - tegration, for achieving pattern recognition in different applications. The third part contains papers with the themes of models for learning and social simulation, which are papers that apply intelligent systems to the problems of designing learning - jects and social agents. The fourth part contains papers that deal with intelligent s- tems in robotics applications and hardware implementations. In the part of Intelligent Control there are 5 papers that describe different c- tributions on evolutionary optimization of fuzzy systems in intelligent control. The first paper, by Ricardo Martinez-Marroquin et al.

Integrated Intelligent Systems for Engineering Design

Author : Xuan F. Zha
Publisher : IOS Press
ISBN 13 : 9781586036751
Total Pages : 432 pages
Book Rating : 4.0/5 (367 download)

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Book Synopsis Integrated Intelligent Systems for Engineering Design by : Xuan F. Zha

Download or read book Integrated Intelligent Systems for Engineering Design written by Xuan F. Zha and published by IOS Press. This book was released on 2006 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aims to describe findings and techniques that use intelligent systems in engineering design, and examples of applications. This book focuses on the integrated intelligent methodologies, frameworks and systems for supporting engineering design activities. It is aimed at researchers, graduate students and engineers involved in engineering design.

Integrated Intelligent Systems for Engineering Design

Author : X.F. Zha
Publisher : IOS Press
ISBN 13 : 1607502089
Total Pages : 424 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Integrated Intelligent Systems for Engineering Design by : X.F. Zha

Download or read book Integrated Intelligent Systems for Engineering Design written by X.F. Zha and published by IOS Press. This book was released on 2006-10-04 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to describe recent findings and emerging techniques that use intelligent systems (particularly integrated and hybrid paradigms) in engineering design, and examples of applications. The goal is to take a snapshot of progress relating to research into systems for supporting design and to disseminate the way in which recent developments in integrated, knowledge-intensive, and computational AI techniques can improve and enhance such support. The selected articles provide an integrated, holistic perspective on this complex set of challenges and provide rigorous research results. The focus of this publication is on the integrated intelligent methodologies, frameworks and systems for supporting engineering design activities. The subject pushes the boundaries of the traditional topic of engineering design into new areas. The book is of interest to researchers, graduate students and practicing engineers involved in engineering design and applications using integrated intelligent techniques. In addition, managers and others can use it to obtain an overview of the subject, and gain a view about the applicability of this technology to their business. As AI and intelligent systems technologies are fast evolving, the editors hope that this book can serve as a useful insight to the readers on the state-of-the-art applications and developments of such techniques at the time of compilation.

Intelligent Systems and Interfaces

Author : Horia-Nicolai Teodorescu
Publisher : Springer Science & Business Media
ISBN 13 : 1461544017
Total Pages : 475 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Intelligent Systems and Interfaces by : Horia-Nicolai Teodorescu

Download or read book Intelligent Systems and Interfaces written by Horia-Nicolai Teodorescu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers comprehensive coverage of intelligent systems, including fundamental aspects, software-, sensors-, and hardware-related issues. Moreover, the contributors to this volume provide, beyond a systematic overview of intelligent interfaces and systems, deep, practical knowledge in building and using intelligent systems in various applications. Special emphasis is placed on specific aspects and requirements in applications.

Engineering Systems with Intelligence

Author : S.G. Tzafestas
Publisher : Springer Science & Business Media
ISBN 13 : 9401125600
Total Pages : 672 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Engineering Systems with Intelligence by : S.G. Tzafestas

Download or read book Engineering Systems with Intelligence written by S.G. Tzafestas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of papers presented at the "European Robotics and Intelligent Systems Conference" (EURISCON '91) held in Corfu. Greece (June 23-28. 1991). It is devoted to the analysis. design and applications of technological systems with built-in intelligence achieved through appropriate blending of mathematical, symbolic. sensing. computer processing. and feedback control concepts. methods and software / hardware tools. System intelligence includes human-like capabilities such as learning. observation. perception. interpretation. reasoning. planning. decision making. and action. Integrated intelligent decision and control systems obey Saridis' prinCiple of Increasing Precision with Decreasing Intelligence (IPDI). and have a hierarchical structure with three basic levels. namely Organization. Coordination. and Execution Levels. As we proceed from the organization to the execution level. the precision about the jobs to be completed increases and accordingly the intelligence reqUired for these jobs decreases. As an example. it is mentioned here that in an intelligent robotic system the organization tasks can be realized using a neural net. the coordination tasks by a Petri net. and the execution tasks by local sensors and actuators. The field of intelligent systems is a new interdisciplinary field with continuously increasing interest and expansion. It is actually the outcome of the synergetic interaction and cooperation of classical fields such as system theory. control theory. artificial intelligence. operational research. information theory. electronics. communications. and others.

Hybrid Artificial Intelligent Systems

Author : Jeng-Shyang Pan
Publisher : Springer
ISBN 13 : 364240846X
Total Pages : 710 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Hybrid Artificial Intelligent Systems by : Jeng-Shyang Pan

Download or read book Hybrid Artificial Intelligent Systems written by Jeng-Shyang Pan and published by Springer. This book was released on 2013-08-15 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topical sessions on Agents and Multi Agents Systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning Algorithms; Systems, MAN, and Cybernetics; Hybrid Intelligent Systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex Systems.

Intelligent Human Systems Integration 2019

Author : Waldemar Karwowski
Publisher : Springer
ISBN 13 : 3030110516
Total Pages : 936 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Intelligent Human Systems Integration 2019 by : Waldemar Karwowski

Download or read book Intelligent Human Systems Integration 2019 written by Waldemar Karwowski and published by Springer. This book was released on 2019-01-05 with total page 936 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents cutting-edge research on innovative human systems integration and human–machine interaction, with an emphasis on artificial intelligence and automation, as well as computational modeling and simulation. It covers a wide range of applications in the area of design, construction and operation of products, systems and services, including lifecycle development and human–technology interaction. The book describes advanced methodologies and tools for evaluating and improving interface usability, new models, and case studies and best practices in virtual, augmented and mixed reality systems, with a special focus on dynamic environments. It also discusses various factors concerning the human user, hardware, and artificial intelligence software. Based on the proceedings of the 2nd International Conference on Intelligent Human Systems Integration (IHSI 2019), held on February 7–10, 2019, in San Diego, California, USA, the book also examines the forces that are currently shaping the nature of computing and cognitive systems, such as the need to reduce hardware costs; the importance of infusing intelligence and automation; the trend toward hardware miniaturization and power reduction; the need for a better assimilation of computation in the environment; and social concerns regarding access to computers and systems for people with special needs. It offers a timely survey and a practice-oriented reference guide for policy- and decision-makers, human factors engineers, systems developers and users alike.

Application of Intelligent Systems in Multi-modal Information Analytics

Author : Vijayan Sugumaran
Publisher : Springer
ISBN 13 : 3030157407
Total Pages : 1513 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Application of Intelligent Systems in Multi-modal Information Analytics by : Vijayan Sugumaran

Download or read book Application of Intelligent Systems in Multi-modal Information Analytics written by Vijayan Sugumaran and published by Springer. This book was released on 2019-03-29 with total page 1513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 2019 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Shenyang, China on February 19-20, 2019. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics: AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and provides a useful reference guide for newcomers to the field.

Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications

Author : Chiong, Raymond
Publisher : IGI Global
ISBN 13 : 1605667994
Total Pages : 360 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications by : Chiong, Raymond

Download or read book Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications written by Chiong, Raymond and published by IGI Global. This book was released on 2009-09-30 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This volume offers intriguing applications, reviews and additions to the methodology of intelligent computing, presenting the emerging trends of state-of-the-art intelligent systems and their practical applications"--Provided by publisher.

Intelligent Systems Design and Applications

Author : Ajith Abraham
Publisher : Springer Nature
ISBN 13 : 3031355016
Total Pages : 602 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Intelligent Systems Design and Applications by : Ajith Abraham

Download or read book Intelligent Systems Design and Applications written by Ajith Abraham and published by Springer Nature. This book was released on 2023-07-04 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent research on intelligent systems and nature-inspired computing. It presents 223 selected papers from the 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers, and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 65 countries, the book offers a valuable reference guide for all researchers, students, and practitioners in the fields of computer science and engineering.