A Practical Approach To Metaheuristics Using Labview And Matlab

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A Practical Approach to Metaheuristics using LabVIEW and MATLAB®

Pedro Ponce-Cruz,Arturo Molina Gutiérrez,Ricardo A. Ramírez-Mendoza,Efraín Méndez Flores,Alexandro Antonio Ortiz Espinoza,David Christopher Balderas Silva
A Practical Approach to Metaheuristics using LabVIEW and MATLAB Book PDF

Author : Pedro Ponce-Cruz,Arturo Molina Gutiérrez,Ricardo A. Ramírez-Mendoza,Efraín Méndez Flores,Alexandro Antonio Ortiz Espinoza,David Christopher Balderas Silva
Publisher : CRC Press
Page : 187 pages
File Size : 51,7 Mb
Release : 2020-06-08
Category : Computers
ISBN : 9781000073430

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A Practical Approach to Metaheuristics using LabVIEW and MATLAB® by Pedro Ponce-Cruz,Arturo Molina Gutiérrez,Ricardo A. Ramírez-Mendoza,Efraín Méndez Flores,Alexandro Antonio Ortiz Espinoza,David Christopher Balderas Silva Pdf

Metaheuristic optimization has become a prime alternative for solving complex optimization problems in several areas. Hence, practitioners and researchers have been paying extensive attention to those metaheuristic algorithms that are mainly based on natural phenomena. However, when those algorithms are implemented, there are not enough books that deal with theoretical and experimental problems in a friendly manner so this book presents a novel structure that includes a complete description of the most important metaheuristic optimization algorithms as well as a new proposal of a new metaheuristic optimization named earthquake optimization. This book also has several practical exercises and a toolbox for MATLAB® and a toolkit for LabVIEW are integrated as complementary material for this book. These toolkits allow readers to move from a simulation environment to an experimentation one very fast. This book is suitable for researchers, students, and professionals in several areas, such as economics, architecture, computer science, electrical engineering, and control systems. The unique features of this book are as follows: Developed for researchers, undergraduate and graduate students, and practitioners A friendly description of the main metaheuristic optimization algorithms Theoretical and practical optimization examples A new earthquake optimization algorithm Updated state-of-the-art and research optimization projects The authors are multidisciplinary/interdisciplinary lecturers and researchers who have written a structure-friendly learning methodology to understand each metaheuristic optimization algorithm presented in this book.

A Practical Approach to Metaheuristics using LabVIEW and MATLAB®

Pedro Ponce-Cruz,Arturo Molina Gutiérrez,Ricardo A. Ramírez-Mendoza,Efraín Méndez Flores,Alexandro Antonio Ortiz Espinoza,David Christopher Balderas Silva
A Practical Approach to Metaheuristics using LabVIEW and MATLAB Book PDF

Author : Pedro Ponce-Cruz,Arturo Molina Gutiérrez,Ricardo A. Ramírez-Mendoza,Efraín Méndez Flores,Alexandro Antonio Ortiz Espinoza,David Christopher Balderas Silva
Publisher : CRC Press
Page : 336 pages
File Size : 54,6 Mb
Release : 2020-06-08
Category : Computers
ISBN : 9781000073478

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A Practical Approach to Metaheuristics using LabVIEW and MATLAB® by Pedro Ponce-Cruz,Arturo Molina Gutiérrez,Ricardo A. Ramírez-Mendoza,Efraín Méndez Flores,Alexandro Antonio Ortiz Espinoza,David Christopher Balderas Silva Pdf

Metaheuristic optimization has become a prime alternative for solving complex optimization problems in several areas. Hence, practitioners and researchers have been paying extensive attention to those metaheuristic algorithms that are mainly based on natural phenomena. However, when those algorithms are implemented, there are not enough books that deal with theoretical and experimental problems in a friendly manner so this book presents a novel structure that includes a complete description of the most important metaheuristic optimization algorithms as well as a new proposal of a new metaheuristic optimization named earthquake optimization. This book also has several practical exercises and a toolbox for MATLAB® and a toolkit for LabVIEW are integrated as complementary material for this book. These toolkits allow readers to move from a simulation environment to an experimentation one very fast. This book is suitable for researchers, students, and professionals in several areas, such as economics, architecture, computer science, electrical engineering, and control systems. The unique features of this book are as follows: Developed for researchers, undergraduate and graduate students, and practitioners A friendly description of the main metaheuristic optimization algorithms Theoretical and practical optimization examples A new earthquake optimization algorithm Updated state-of-the-art and research optimization projects The authors are multidisciplinary/interdisciplinary lecturers and researchers who have written a structure-friendly learning methodology to understand each metaheuristic optimization algorithm presented in this book.

Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022)

Nebojsa Bacanin,Hothefa Shaker
Proceedings of the 1st International Conference on Innovation in Information Technology and Business ICIITB 2022 Book PDF

Author : Nebojsa Bacanin,Hothefa Shaker
Publisher : Springer Nature
Page : 333 pages
File Size : 49,5 Mb
Release : 2023-02-10
Category : Computers
ISBN : 9789464631104

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Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022) by Nebojsa Bacanin,Hothefa Shaker Pdf

This is an open access book.The First International Conference on Innovation in information technology and business (ICIITB) will be taking place in Muscat, Oman, on November 9th and 10th, 2022. The Conference will be carried out in a hybrid format, allowing world-scattered academicians, researchers, and industry professionals to participate in this unique Conference for Oman and the GCC region. The participants of the Conference will get an opportunity to contribute to the contemporary implementation of cutting-edge research and development in the area of artificial intelligence, data science, machine learning, and the IoT in the business environment. The participants will get a first-of-a-kind networking and knowledge sharing opportunity to be a part of an event in Oman, that will gather recognized researchers from the GCC, Europe, the USA, and other parts of the World. Select research papers will also be published in a Springer-published Conference proceedings.

Advanced Technologies for Solar Photovoltaics Energy Systems

Saad Motahhir,Ali M. Eltamaly
Advanced Technologies for Solar Photovoltaics Energy Systems Book PDF

Author : Saad Motahhir,Ali M. Eltamaly
Publisher : Springer Nature
Page : 600 pages
File Size : 40,5 Mb
Release : 2021-04-26
Category : Technology & Engineering
ISBN : 9783030645656

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Advanced Technologies for Solar Photovoltaics Energy Systems by Saad Motahhir,Ali M. Eltamaly Pdf

This book presents a detailed description, analysis, comparison of the latest research and developments in photovoltaic energy. Discussing everything from semiconductors to system integration, and applying various advanced technologies to stand alone and electric utility interfaced in normal and abnormal operating conditions of PV systems, this book provides a thorough introduction to the topic. This book brings together research from around the world, covering the use of technologies such as embedded systems, the Internet of things and blockchain technologies for PV systems for different applications including controllers, solar trackers and cooling systems. The book is of interest to electronic and mechanical engineers, researchers and students in the field of photovoltaics.

Metaheuristics in Machine Learning: Theory and Applications

Diego Oliva
Metaheuristics in Machine Learning Theory and Applications Book PDF

Author : Diego Oliva
Publisher : Springer Nature
Page : 765 pages
File Size : 41,6 Mb
Release : 2024-06-06
Category : Computational intelligence
ISBN : 9783030705428

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Metaheuristics in Machine Learning: Theory and Applications by Diego Oliva Pdf

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and deep learning. The chapters were classified based on the content; then, the sections are thematic. Different applications and implementations are included; in this sense, the book provides theory and practical content with novel machine learning and metaheuristic algorithms. The chapters were compiled using a scientific perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics and is useful in courses on Artificial Intelligence, Advanced Machine Learning, among others. Likewise, the book is useful for research from the evolutionary computation, artificial intelligence, and image processing communities.

Metaheuristics: Outlines, MATLAB Codes and Examples

Ali Kaveh,Taha Bakhshpoori
Metaheuristics Outlines MATLAB Codes and Examples Book PDF

Author : Ali Kaveh,Taha Bakhshpoori
Publisher : Springer
Page : 190 pages
File Size : 48,7 Mb
Release : 2019-04-08
Category : Mathematics
ISBN : 3030040666

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Metaheuristics: Outlines, MATLAB Codes and Examples by Ali Kaveh,Taha Bakhshpoori Pdf

The book presents eight well-known and often used algorithms besides nine newly developed algorithms by the first author and his students in a practical implementation framework. Matlab codes and some benchmark structural optimization problems are provided. The aim is to provide an efficient context for experienced researchers or readers not familiar with theory, applications and computational developments of the considered metaheuristics. The information will also be of interest to readers interested in application of metaheuristics for hard optimization, comparing conceptually different metaheuristics and designing new metaheuristics.

Optimization in Control Applications

Guillermo Valencia-Palomo,Francisco Ronay López-Estrada
Optimization in Control Applications Book PDF

Author : Guillermo Valencia-Palomo,Francisco Ronay López-Estrada
Publisher : MDPI
Page : 257 pages
File Size : 53,7 Mb
Release : 2019-01-10
Category : Mathematics
ISBN : 9783038974475

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Optimization in Control Applications by Guillermo Valencia-Palomo,Francisco Ronay López-Estrada Pdf

This book is a printed edition of the Special Issue "Optimization in Control Applications" that was published in MCA

Intelligent Control Systems with LabVIEWTM

Pedro Ponce-Cruz,Fernando D. Ramírez-Figueroa
Intelligent Control Systems with LabVIEWTM Book PDF

Author : Pedro Ponce-Cruz,Fernando D. Ramírez-Figueroa
Publisher : Springer Science & Business Media
Page : 216 pages
File Size : 48,9 Mb
Release : 2009-10-23
Category : Technology & Engineering
ISBN : 9781848826847

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Intelligent Control Systems with LabVIEWTM by Pedro Ponce-Cruz,Fernando D. Ramírez-Figueroa Pdf

Intelligent Control with LabVIEWTM is a fresh and pragmatic approach to the understanding of a subject often clouded by too much mathematical theory. It exploits the full suite of tools provided by LabVIEWTM, showing the student how to design, develop, analyze, and visualize intelligent control algorithms quickly and simply. Block diagrams are used to follow the progress of an algorithm through the design process and allow seamless integration with hardware systems for rapid deployment in laboratory experiments. This text delivers a thorough grounding in the main tools of intelligent control: fuzzy logic systems; artificial neural networks; neuro-fuzzy systems; evolutionary methods; and predictive methods. Learning and teaching are facilitated by: extensive use of worked examples; end of chapter problems with separate solutions; and provision of intelligent control tools for LabVIEWTM.

Nature-Inspired Optimizers

Seyedali Mirjalili,Jin Song Dong,Andrew Lewis
Nature Inspired Optimizers Book PDF

Author : Seyedali Mirjalili,Jin Song Dong,Andrew Lewis
Publisher : Springer
Page : 245 pages
File Size : 48,9 Mb
Release : 2019-02-01
Category : Technology & Engineering
ISBN : 9783030121273

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Nature-Inspired Optimizers by Seyedali Mirjalili,Jin Song Dong,Andrew Lewis Pdf

This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical application. Different kind of optimization problems are solved in this book, including those related to path planning, image processing, hand gesture detection, among others. All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms. Source codes for most of the proposed techniques have been included as supplementary materials on a dedicated webpage.

Robot Motion Planning

Jean-Claude Latombe
Robot Motion Planning Book PDF

Author : Jean-Claude Latombe
Publisher : Springer Science & Business Media
Page : 668 pages
File Size : 55,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461540229

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Robot Motion Planning by Jean-Claude Latombe Pdf

One of the ultimate goals in Robotics is to create autonomous robots. Such robots will accept high-level descriptions of tasks and will execute them without further human intervention. The input descriptions will specify what the user wants done rather than how to do it. The robots will be any kind of versatile mechanical device equipped with actuators and sensors under the control of a computing system. Making progress toward autonomous robots is of major practical inter est in a wide variety of application domains including manufacturing, construction, waste management, space exploration, undersea work, as sistance for the disabled, and medical surgery. It is also of great technical interest, especially for Computer Science, because it raises challenging and rich computational issues from which new concepts of broad useful ness are likely to emerge. Developing the technologies necessary for autonomous robots is a formidable undertaking with deep interweaved ramifications in auto mated reasoning, perception and control. It raises many important prob lems. One of them - motion planning - is the central theme of this book. It can be loosely stated as follows: How can a robot decide what motions to perform in order to achieve goal arrangements of physical objects? This capability is eminently necessary since, by definition, a robot accomplishes tasks by moving in the real world. The minimum one would expect from an autonomous robot is the ability to plan its x Preface own motions.

Opportunities in 5G Networks

Fei Hu
Opportunities in 5G Networks Book PDF

Author : Fei Hu
Publisher : CRC Press
Page : 561 pages
File Size : 47,7 Mb
Release : 2016-03-30
Category : Computers
ISBN : 9781498739559

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Opportunities in 5G Networks by Fei Hu Pdf

Opportunities in 5G Networks: A Research and Development Perspective uniquely focuses on the R&D technical design of 5th-generation (5G) networks. It is written and edited by researchers and engineers who are world-renown experts in the design of 5G networks. The book consists of four sections: The first section explains what 5G is, what its re

High-Level Synthesis

Philippe Coussy,Adam Morawiec
High Level Synthesis Book PDF

Author : Philippe Coussy,Adam Morawiec
Publisher : Springer Science & Business Media
Page : 307 pages
File Size : 41,7 Mb
Release : 2008-08-01
Category : Technology & Engineering
ISBN : 9781402085888

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High-Level Synthesis by Philippe Coussy,Adam Morawiec Pdf

This book presents an excellent collection of contributions addressing different aspects of high-level synthesis from both industry and academia. It includes an overview of available EDA tool solutions and their applicability to design problems.

Metaheuristics

El-Ghazali Talbi
Metaheuristics Book PDF

Author : El-Ghazali Talbi
Publisher : John Wiley & Sons
Page : 625 pages
File Size : 47,7 Mb
Release : 2009-05-27
Category : Computers
ISBN : 9780470496909

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Metaheuristics by El-Ghazali Talbi Pdf

A unified view of metaheuristics This book provides a complete background on metaheuristics and shows readers how to design and implement efficient algorithms to solve complex optimization problems across a diverse range of applications, from networking and bioinformatics to engineering design, routing, and scheduling. It presents the main design questions for all families of metaheuristics and clearly illustrates how to implement the algorithms under a software framework to reuse both the design and code. Throughout the book, the key search components of metaheuristics are considered as a toolbox for: Designing efficient metaheuristics (e.g. local search, tabu search, simulated annealing, evolutionary algorithms, particle swarm optimization, scatter search, ant colonies, bee colonies, artificial immune systems) for optimization problems Designing efficient metaheuristics for multi-objective optimization problems Designing hybrid, parallel, and distributed metaheuristics Implementing metaheuristics on sequential and parallel machines Using many case studies and treating design and implementation independently, this book gives readers the skills necessary to solve large-scale optimization problems quickly and efficiently. It is a valuable reference for practicing engineers and researchers from diverse areas dealing with optimization or machine learning; and graduate students in computer science, operations research, control, engineering, business and management, and applied mathematics.

Proceedings of the International Conference on Soft Computing Systems

L. Padma Suresh,Bijaya Ketan Panigrahi
Proceedings of the International Conference on Soft Computing Systems Book PDF

Author : L. Padma Suresh,Bijaya Ketan Panigrahi
Publisher : Springer
Page : 1015 pages
File Size : 45,8 Mb
Release : 2015-12-28
Category : Technology & Engineering
ISBN : 9788132226710

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Proceedings of the International Conference on Soft Computing Systems by L. Padma Suresh,Bijaya Ketan Panigrahi Pdf

The book is a collection of high-quality peer-reviewed research papers presented in International Conference on Soft Computing Systems (ICSCS 2015) held at Noorul Islam Centre for Higher Education, Chennai, India. These research papers provide the latest developments in the emerging areas of Soft Computing in Engineering and Technology. The book is organized in two volumes and discusses a wide variety of industrial, engineering and scientific applications of the emerging techniques. It presents invited papers from the inventors/originators of new applications and advanced technologies.

Innovation in Information Systems and Technologies to Support Learning Research

Mohammed Serrhini,Carla Silva,Sultan Aljahdali
Innovation in Information Systems and Technologies to Support Learning Research Book PDF

Author : Mohammed Serrhini,Carla Silva,Sultan Aljahdali
Publisher : Springer Nature
Page : 659 pages
File Size : 47,8 Mb
Release : 2019-11-30
Category : Technology & Engineering
ISBN : 9783030367787

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Innovation in Information Systems and Technologies to Support Learning Research by Mohammed Serrhini,Carla Silva,Sultan Aljahdali Pdf

This book provides glimpses into contemporary research in information systems & technology, learning, artificial intelligence (AI), machine learning, and security and how it applies to the real world, but the ideas presented also span the domains of telehealth, computer vision, the role and use of mobile devices, brain–computer interfaces, virtual reality, language and image processing and big data analytics and applications. Great research arises from asking pertinent research questions. This book reveals some of the authors’ “beautiful questions” and how they develop the subsequent “what if” and “how” questions, offering readers food for thought and whetting their appetite for further research by the same authors.