Advanced Engineering Optimization Through Intelligent Techniques

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Advanced Engineering Optimization Through Intelligent Techniques

Ravipudi Venkata Rao,Jan Taler
Advanced Engineering Optimization Through Intelligent Techniques Book PDF

Author : Ravipudi Venkata Rao,Jan Taler
Publisher : Springer Nature
Page : 710 pages
File Size : 54,8 Mb
Release : 2023-04-07
Category : Technology & Engineering
ISBN : 9789811992858

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Advanced Engineering Optimization Through Intelligent Techniques by Ravipudi Venkata Rao,Jan Taler Pdf

This book comprises peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2022. The book combines contributions from academics and industry professionals and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer, and electronics engineering. The book discusses different optimization techniques and algorithms such as genetic algorithm, non-dominated sorting genetic algorithm-II, and III, differential search, particle swarm optimization, fruit fly algorithm, cuckoo search, teaching–learning-based optimization algorithm, grey wolf optimization, Jaya algorithm, Rao algorithms, and many other latest meta-heuristic techniques and their applications. Various multi-attribute decision-making methods such as AHP, TOPSIS, ELECTRE, PROMETHEE, DEMATEL, R-method, fuzzy logic, and their applications are also discussed. This book serves as a valuable reference for students, researchers, and practitioners and helps them in solving a wide range of optimization problems.

Advanced Engineering Optimization Through Intelligent Techniques

R. Venkata Rao,Jan Taler
Advanced Engineering Optimization Through Intelligent Techniques Book PDF

Author : R. Venkata Rao,Jan Taler
Publisher : Springer
Page : 861 pages
File Size : 46,8 Mb
Release : 2019-07-09
Category : Technology & Engineering
ISBN : 9789811381966

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Advanced Engineering Optimization Through Intelligent Techniques by R. Venkata Rao,Jan Taler Pdf

This book comprises select peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2018. The book combines contributions from academics and industry professionals, and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer and electronics engineering. Different optimization techniques and algorithms such as genetic algorithm (GA), differential evolution (DE), simulated annealing (SA), particle swarm optimization (PSO), artificial bee colony (ABC) algorithm, artificial immune algorithm (AIA), teaching-learning-based optimization (TLBO) algorithm and many other latest meta-heuristic techniques and their applications are discussed. This book will serve as a valuable reference for students, researchers and practitioners and help them in solving a wide range of optimization problems.

Advanced Engineering Optimization Through Intelligent Techniques

Anonim
Advanced Engineering Optimization Through Intelligent Techniques Book PDF

Author : Anonim
Publisher : Unknown
Page : 861 pages
File Size : 51,6 Mb
Release : 2020
Category : Artificial intelligence
ISBN : 9811381976

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Advanced Engineering Optimization Through Intelligent Techniques by Anonim Pdf

This book comprises select peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2018. The book combines contributions from academics and industry professionals, and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer and electronics engineering. Different optimization techniques and algorithms such as genetic algorithm (GA), differential evolution (DE), simulated annealing (SA), particle swarm optimization (PSO), artificial bee colony (ABC) algorithm, artificial immune algorithm (AIA), teaching-learning-based optimization (TLBO) algorithm and many other latest meta-heuristic techniques and their applications are discussed. This book will serve as a valuable reference for students, researchers and practitioners and help them in solving a wide range of optimization problems.

Manufacturing Optimization through Intelligent Techniques (2006)

Rajendran Saravanan
Manufacturing Optimization through Intelligent Techniques 2006 Book PDF

Author : Rajendran Saravanan
Publisher : CRC Press
Page : 232 pages
File Size : 49,5 Mb
Release : 2017-11-22
Category : Technology & Engineering
ISBN : 9781351360777

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Manufacturing Optimization through Intelligent Techniques (2006) by Rajendran Saravanan Pdf

Effective utilization of equipment is critical to any manufacturing operation, especially with today's sophisticated, high-cost equipment and increased global competition. To meet these challenges in the manufacturing industry, you must understand and implement the myriad conventional and intelligent techniques for different types of manufacturing problems. Manufacturing Optimization Through Intelligent Techniques covers design of machine elements, integrated product development, machining tolerance allocation, selection of operating parameters for CNC machine tools, scheduling, part family formation, selection of robot coordinates, robot trajectory planning and both conventional and intelligent techniques, providing the tools to design and implement a suitable optimization technique. The author explores how to model optimization problems, select suitable techniques, develop the optimization algorithm and software, and implement the program. The book delineates five new techniques using examples taken from the literature for optimization problems in design, tolerance allocation; selection of machining parameters, integrated product development, scheduling, concurrent formation of machine groups and part families, selection of robot co-ordinates, robot trajectory planning and intelligent machining. All the manufacturing functions described have been successfully solved by Genetic Algorithm. Other intelligent techniques have been implemented only for solving certain types of problems: simulated annealing; design and scheduling, particle swarm optimization and ant colony optimization; tolerance allocation and tabu search; as well as machining parameters optimization. After reading this book, you will understand the different types of manufacturing optimization problems as well as the conventional and intelligent techniques suitable for solving them. You will also be able to develop and implement effective optimization procedures and algorithms for a wide variety of problems in design manufacturing.

Artificial Intelligence in Healthcare

Lalit Garg,Sebastian Basterrech,Chitresh Banerjee,Tarun K. Sharma
Artificial Intelligence in Healthcare Book PDF

Author : Lalit Garg,Sebastian Basterrech,Chitresh Banerjee,Tarun K. Sharma
Publisher : Springer Nature
Page : 157 pages
File Size : 49,5 Mb
Release : 2021-10-29
Category : Technology & Engineering
ISBN : 9789811662652

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Artificial Intelligence in Healthcare by Lalit Garg,Sebastian Basterrech,Chitresh Banerjee,Tarun K. Sharma Pdf

This book highlights the analytics and optimization issues in healthcare systems, proposes new approaches, and presents applications of innovative approaches in real facilities. In the past few decades, there has been an exponential rise in the application of swarm intelligence techniques for solving complex and intricate problems arising in healthcare. The versatility of these techniques has made them a favorite among scientists and researchers working in diverse areas. The primary objective of this book is to bring forward thorough, in-depth, and well-focused developments of hybrid variants of swarm intelligence algorithms and their applications in healthcare systems.

Search Algorithms for Engineering Optimization

Taufik Abrão
Search Algorithms for Engineering Optimization Book PDF

Author : Taufik Abrão
Publisher : BoD – Books on Demand
Page : 296 pages
File Size : 44,7 Mb
Release : 2013-02-13
Category : Technology & Engineering
ISBN : 9789535109839

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Search Algorithms for Engineering Optimization by Taufik Abrão Pdf

Heuristic Search is an important sub-discipline of optimization theory and finds applications in a vast variety of fields, including life science and engineering. Search methods have been useful in solving tough engineering-oriented problems that either could not be solved any other way or solutions take a very long time to be computed. This book explores a variety of applications for search methods and techniques in different fields of electrical engineering. By organizing relevant results and applications, this book will serve as a useful resource for students, researchers and practitioners to further exploit the potential of search methods in solving hard optimization problems that arise in advanced engineering technologies, such as image and video processing issues, detection and resource allocation in telecommunication systems, security and harmonic reduction in power generation systems, as well as redundancy optimization problem and search-fuzzy learning mechanisms in industrial applications.

Advances in Frontier Research on Engineering Structures Volume 2

Yang Yang,Sudharshan N. Raman,Bingxiang Yuan,Zhijun Xu
Advances in Frontier Research on Engineering Structures Volume 2 Book PDF

Author : Yang Yang,Sudharshan N. Raman,Bingxiang Yuan,Zhijun Xu
Publisher : CRC Press
Page : 744 pages
File Size : 48,9 Mb
Release : 2023-02-08
Category : Technology & Engineering
ISBN : 9781000835434

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Advances in Frontier Research on Engineering Structures Volume 2 by Yang Yang,Sudharshan N. Raman,Bingxiang Yuan,Zhijun Xu Pdf

Advances in Frontier Research on Engineering Structures focuses on the research of advanced structures and anti-seismic design in civil engineering. The proceedings present the most cutting-edge research directions and achievements related to civil and structural engineering. Topics covered in the proceedings include: · Engineering Structure and Seismic Resistance · Structural Mechanics Analysis · Components and Materials · Structural Seismic Design · 3D Printing Concrete · Other Related Topics The works of this proceedings will promote development of civil and structural engineering, resource sharing, flexibility and high efficiency. Thereby, promote scientific information interchange between scholars from the top universities, research centers and high-tech enterprises working all around the world.

Optimization for Engineering Problems

Kaushik Kumar,J. Paulo Davim
Optimization for Engineering Problems Book PDF

Author : Kaushik Kumar,J. Paulo Davim
Publisher : John Wiley & Sons
Page : 188 pages
File Size : 47,8 Mb
Release : 2019-07-30
Category : Technology & Engineering
ISBN : 9781786304742

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Optimization for Engineering Problems by Kaushik Kumar,J. Paulo Davim Pdf

Optimization is central to any problem involving decision-making in engineering. Optimization theory and methods deal with selecting the best option regarding the given objective function or performance index. New algorithmic and theoretical techniques have been developed for this purpose, and have rapidly diffused into other disciplines. As a result, our knowledge of all aspects of the field has grown even more profound. In Optimization for Engineering Problems, eminent researchers in the field present the latest knowledge and techniques on the subject of optimization in engineering. Whereas the majority of work in this area focuses on other applications, this book applies advanced and algorithm-based optimization techniques specifically to problems in engineering.

Optimization in Electrical Engineering

Mohammad Fathi,Hassan Bevrani
Optimization in Electrical Engineering Book PDF

Author : Mohammad Fathi,Hassan Bevrani
Publisher : Springer
Page : 174 pages
File Size : 55,5 Mb
Release : 2019-03-01
Category : Technology & Engineering
ISBN : 9783030053093

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Optimization in Electrical Engineering by Mohammad Fathi,Hassan Bevrani Pdf

This textbook provides students, researchers, and engineers in the area of electrical engineering with advanced mathematical optimization methods. Presented in a readable format, this book highlights fundamental concepts of advanced optimization used in electrical engineering. Chapters provide a collection that ranges from simple yet important concepts such as unconstrained optimization to highly advanced topics such as linear matrix inequalities and artificial intelligence-based optimization methodologies. The reader is motivated to engage with the content via numerous application examples of optimization in the area of electrical engineering. The book begins with an extended review of linear algebra that is a prerequisite to mathematical optimization. It then precedes with unconstrained optimization, convex programming, duality, linear matrix inequality, and intelligent optimization methods. This book can be used as the main text in courses such as Engineering Optimization, Convex Engineering Optimization, Advanced Engineering Mathematics and Robust Optimization and will be useful for practicing design engineers in electrical engineering fields. Author provided cases studies and worked examples are included for student and instructor use.

CSEI: International Conference on Computer Science, Electronics and Industrial Engineering (CSEI)

Marcelo V. Garcia,Carlos Gordón-Gallegos
CSEI International Conference on Computer Science Electronics and Industrial Engineering CSEI Book PDF

Author : Marcelo V. Garcia,Carlos Gordón-Gallegos
Publisher : Springer Nature
Page : 697 pages
File Size : 52,7 Mb
Release : 2023-06-02
Category : Technology & Engineering
ISBN : 9783031305924

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CSEI: International Conference on Computer Science, Electronics and Industrial Engineering (CSEI) by Marcelo V. Garcia,Carlos Gordón-Gallegos Pdf

This book provides insights into the 5th Edition of the Proceedings of the Conference on Computer Science, Electronics, and Industrial Engineering (CSEI 2022) held in Ambato, Ecuador. This event brings together researchers, students, and professionals from the industrial and academic sectors, seeking to create and strengthen links between issues of joint interest, thus promoting technology and innovation nationwide. The topics of knowledge covered by the event are smart trends for industrial applications, the Internet of things (IoT), control and automation engineering, computer science, and health informatics. The book is helpful for active researchers and practitioners in the field.

Structural Health Monitoring and Engineering Structures

Tinh Quoc Bui,Le Thanh Cuong,Samir Khatir
Structural Health Monitoring and Engineering Structures Book PDF

Author : Tinh Quoc Bui,Le Thanh Cuong,Samir Khatir
Publisher : Springer Nature
Page : 586 pages
File Size : 54,7 Mb
Release : 2021-06-10
Category : Technology & Engineering
ISBN : 9789811609459

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Structural Health Monitoring and Engineering Structures by Tinh Quoc Bui,Le Thanh Cuong,Samir Khatir Pdf

The book presents the select proceedings of International Conference on Structural Health Monitoring and Engineering Structures (SHM&ES) 2020. It brings together different applied and technological aspects of structural health monitoring. The main topics covered in this book include damage assessment, structural health monitoring, engineering fracture mechanics, Inverse problem using optimization techniques, machine learning, deep learning, Artificial intelligent and non-destructive evaluation. It will be a reference for professionals and students in the areas of civil engineering, applied natural sciences and engineering management.

Configurable Intelligent Optimization Algorithm

Fei Tao,Lin Zhang,Yuanjun Laili
Configurable Intelligent Optimization Algorithm Book PDF

Author : Fei Tao,Lin Zhang,Yuanjun Laili
Publisher : Springer
Page : 361 pages
File Size : 55,6 Mb
Release : 2014-08-18
Category : Computers
ISBN : 9783319088402

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Configurable Intelligent Optimization Algorithm by Fei Tao,Lin Zhang,Yuanjun Laili Pdf

Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing. This book will provide an invaluable resource to students, researchers, consultants and industry professionals interested in engineering optimization. It will also be particularly useful to three groups of readers: algorithm beginners, optimization engineers and senior algorithm designers. It offers a detailed description of intelligent optimization algorithms to algorithm beginners; recommends new configurable design methods for optimization engineers, and provides future trends and challenges of the new configuration mechanism to senior algorithm designers.

Intelligent Computational Optimization in Engineering

Mario Koeppen,Gerald Schaefer,Ajith Abraham
Intelligent Computational Optimization in Engineering Book PDF

Author : Mario Koeppen,Gerald Schaefer,Ajith Abraham
Publisher : Springer Science & Business Media
Page : 400 pages
File Size : 48,8 Mb
Release : 2011-07-15
Category : Mathematics
ISBN : 9783642217043

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Intelligent Computational Optimization in Engineering by Mario Koeppen,Gerald Schaefer,Ajith Abraham Pdf

We often come across computational optimization virtually in all branches of engineering and industry. Many engineering problems involve heuristic search and optimization, and, once discretized, may become combinatorial in nature, which gives rise to certain difficulties in terms of solution procedure. Some of these problems have enormous search spaces, are NP-hard and hence require heuristic solution techniques. Another difficulty is the lack of ability of classical solution techniques to determine appropriate optima of non-convex problems. Under these conditions, recent advances in computational optimization techniques have been shown to be advantageous and successful compared to classical approaches. This Volume presents some of the latest developments with a focus on the design of algorithms for computational optimization and their applications in practice. Through the chapters of this book, researchers and practitioners share their experience and newest methodologies with regard to intelligent optimization and provide various case studies of the application of intelligent optimization techniques in real-world applications.This book can serve as an excellent reference for researchers and graduate students in computer science, various engineering disciplines and the industry.

Applications of Advanced Optimization Techniques in Industrial Engineering

Abhinav Goel,Anand Chauhan,A. K. Malik
Applications of Advanced Optimization Techniques in Industrial Engineering Book PDF

Author : Abhinav Goel,Anand Chauhan,A. K. Malik
Publisher : CRC Press
Page : 232 pages
File Size : 44,5 Mb
Release : 2022-03-15
Category : Mathematics
ISBN : 9781000544879

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Applications of Advanced Optimization Techniques in Industrial Engineering by Abhinav Goel,Anand Chauhan,A. K. Malik Pdf

This book provides different approaches used to analyze, draw attention, and provide an understanding of the advancements in the optimization field across the globe. It brings all of the latest methodologies, tools, and techniques related to optimization and industrial engineering into a single volume to build insights towards the latest advancements in various domains. Applications of Advanced Optimization Techniques in Industrial Engineering includes the basic concept of optimization, techniques, and applications related to industrial engineering. Concepts are introduced in a sequential way along with explanations, illustrations, and solved examples. The book goes on to explore applications of operations research and covers empirical properties of a variety of engineering disciplines. It presents network scheduling, production planning, industrial and manufacturing system issues, and their implications in the real world. The book caters to academicians, researchers, professionals in inventory analytics, business analytics, investment managers, finance firms, storage-related managers, and engineers working in engineering industries and data management fields.

Intelligent Techniques in Engineering Management

Cengiz Kahraman,Sezi Çevik Onar
Intelligent Techniques in Engineering Management Book PDF

Author : Cengiz Kahraman,Sezi Çevik Onar
Publisher : Springer
Page : 747 pages
File Size : 42,7 Mb
Release : 2015-05-05
Category : Technology & Engineering
ISBN : 9783319179063

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Intelligent Techniques in Engineering Management by Cengiz Kahraman,Sezi Çevik Onar Pdf

This book presents recently developed intelligent techniques with applications and theory in the area of engineering management. The involved applications of intelligent techniques such as neural networks, fuzzy sets, Tabu search, genetic algorithms, etc. will be useful for engineering managers, postgraduate students, researchers, and lecturers. The book has been written considering the contents of a classical engineering management book but intelligent techniques are used for handling the engineering management problem areas. This comprehensive characteristics of the book makes it an excellent reference for the solution of complex problems of engineering management. The authors of the chapters are well-known researchers with their previous works in the area of engineering management.