Pedro Ponce-Cruz's Books

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

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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

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.

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Page Count

327

Publisher

CRC Press

Published Date

ISBN 10

1000073475

ISBN 13

9781000073478

Artificial Organic Networks

Artificial Intelligence Based on Carbon Networks

By: Hiram Ponce-Espinosa,Pedro Ponce-Cruz,Arturo Molina

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Artificial Organic Networks

Artificial Intelligence Based on Carbon Networks

By: Hiram Ponce-Espinosa,Pedro Ponce-Cruz,Arturo Molina

This monograph describes the synthesis and use of biologically-inspired artificial hydrocarbon networks (AHNs) for approximation models associated with machine learning and a novel computational algorithm with which to exploit them. The reader is first introduced to various kinds of algorithms designed to deal with approximation problems and then, via some conventional ideas of organic chemistry, to the creation and characterization of artificial organic networks and AHNs in particular. The advantages of using organic networks are discussed with the rules to be followed to adapt the network to its objectives. Graph theory is used as the basis of the necessary formalism. Simulated and experimental examples of the use of fuzzy logic and genetic algorithms with organic neural networks are presented and a number of modeling problems suitable for treatment by AHNs are described: · approximation; · inference; · clustering; · control; · classification; and · audio-signal filtering. The text finishes with a consideration of directions in which AHNs could be implemented and developed in future. A complete LabVIEWTM toolkit, downloadable from the book’s page at springer.com enables readers to design and implement organic neural networks of their own. The novel approach to creating networks suitable for machine learning systems demonstrated in Artificial Organic Networks will be of interest to academic researchers and graduate students working in areas associated with computational intelligence, intelligent control, systems approximation and complex networks.

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Page Count

232

Publisher

Springer

Published Date

ISBN 10

3319024728

ISBN 13

9783319024721

Intelligent Control Systems with LabVIEWTM

By: Pedro Ponce-Cruz,Fernando D. Ramírez-Figueroa

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Intelligent Control Systems with LabVIEWTM

By: Pedro Ponce-Cruz,Fernando D. Ramírez-Figueroa

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.

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Page Count

228

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1848826842

ISBN 13

9781848826847

Fuzzy Logic Type 1 and Type 2 Based on LabVIEWTM FPGA

By: Pedro Ponce-Cruz,Arturo Molina,Brian MacCleery

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Fuzzy Logic Type 1 and Type 2 Based on LabVIEWTM FPGA

By: Pedro Ponce-Cruz,Arturo Molina,Brian MacCleery

This book is a comprehensive introduction to LabVIEW FPGATM, a package allowing the programming of intelligent digital controllers in field programmable gate arrays (FPGAs) using graphical code. It shows how both potential difficulties with understanding and programming in VHDL and the consequent difficulty and slowness of implementation can be sidestepped. The text includes a clear theoretical explanation of fuzzy logic (type 1 and type 2) with case studies that implement the theory and systematically demonstrate the implementation process. It goes on to describe basic and advanced levels of programming LabVIEW FPGA and show how implementation of fuzzy-logic control in FPGAs improves system responses. A complete toolkit for implementing fuzzy controllers in LabVIEW FPGA has been developed with the book so that readers can generate new fuzzy controllers and deploy them immediately. Problems and their solutions allow readers to practice the techniques and to absorb the theoretical ideas as they arise. Fuzzy Logic Type 1 and Type 2 Based on LabVIEW FPGATM, helps students studying embedded control systems to design and program those controllers more efficiently and to understand the benefits of using fuzzy logic in doing so. Researchers working with FPGAs find the text useful as an introduction to LabVIEW and as a tool helping them design embedded systems.

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Page Count

247

Publisher

Springer

Published Date

ISBN 10

331926656X

ISBN 13

9783319266565

Enabling Systems for Intelligent Manufacturing in Industry 4.0

Sensing, Smart and Sustainable Systems for the Design of S3 Products, Processes, Manufacturing Systems, and Enterprises

By: Arturo Molina,Pedro Ponce,Jhonattan Miranda,Daniel Cortés

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Enabling Systems for Intelligent Manufacturing in Industry 4.0

Sensing, Smart and Sustainable Systems for the Design of S3 Products, Processes, Manufacturing Systems, and Enterprises

By: Arturo Molina,Pedro Ponce,Jhonattan Miranda,Daniel Cortés

This book introduces the concept of sensing, smart and sustainable systems (S3 systems) to support the design and redesign of products, services, business and manufacturing processes, manufacturing systems, and enterprises. The concept of S3 systems theory is introduced and explained in detail to support designers and engineers in their development task. This approach is embraced in the implementation of emergent Information and communication technologies and artificial intelligence techniques. The text helps the reader to understand the relationship between intelligent manufacturing, S3 systems and Industry 4.0. It presents a review of current approaches to design and development of technology-based products. Finally, it enlarges on the sensing, smart and sustainable systems theory to give examples of S3 systems as case studies.

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Page Count

394

Publisher

Springer Nature

Published Date

ISBN 10

3030655474

ISBN 13

9783030655471

Greenhouse Design and Control

By: Pedro Ponce,Arturo Molina,Paul Cepeda,Esther Lugo,Brian MacCleery

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Greenhouse Design and Control

By: Pedro Ponce,Arturo Molina,Paul Cepeda,Esther Lugo,Brian MacCleery

This book deals with different types of greenhouses, materials, structures, advanced control techniques and tendencies that are needed for designing and controlling an advanced greenhouse. The control system is presented as an integral system which covers the explanation of basic and advanced concepts for a real time controller. Also, structural analysis is introduced, whereby mechanical design is regarded as a key factor. The book incorporates simulations and experimental results, and utilizes LabVIEW and ADAMS software. Finally, it provides a perspective on the present state and future of greenhouses globally.

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Page Count

378

Publisher

CRC Press

Published Date

ISBN 10

1315771551

ISBN 13

9781315771557

Book's by Pedro Ponce-Cruz

A Practical Approach to Metaheuristics using LabVIEW and MATLAB®

A Practical Approach to Metaheuristics using LabVIEW and MATLAB®

Artificial Organic Networks

Artificial Organic Networks

Intelligent Control Systems with LabVIEWTM

Intelligent Control Systems with LabVIEWTM

Fuzzy Logic Type 1 and Type 2 Based on LabVIEWTM FPGA

Fuzzy Logic Type 1 and Type 2 Based on LabVIEWTM FPGA

Enabling Systems for Intelligent Manufacturing in Industry 4.0

Enabling Systems for Intelligent Manufacturing in Industry 4.0

Greenhouse Design and Control

Greenhouse Design and Control

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