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Soft Computing and its Engineering Applications

Soft Computing and its Engineering Applications PDF Author: Kanubhai K. Patel
Publisher: Springer Nature
ISBN: 3031057678
Category :
Languages : en
Pages :

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Book Description

Soft Computing and its Engineering Applications

Soft Computing and its Engineering Applications PDF Author: Kanubhai K. Patel
Publisher: Springer Nature
ISBN: 3031057678
Category :
Languages : en
Pages :

View

Book Description


Soft Computing and its Engineering Applications

Soft Computing and its Engineering Applications PDF Author: Kanubhai K. Patel
Publisher: Springer Nature
ISBN: 9811607087
Category : Computers
Languages : en
Pages : 358

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Book Description
This book constitutes the refereed proceedings of the Second International Conference on Soft Computing and its Engineering Applications, icSoftComp 2020, held in Changa, India, in December 2020. Due to the COVID-19 pandemic the conference was held online. The 24 full papers and 4 short papers presented were carefully reviewed and selected from 252 submissions. The papers present recent research on theory and applications in fuzzy computing, neuro computing, and evolutionary computing.

Engineering Applications of Soft Computing

Engineering Applications of Soft Computing PDF Author: Margarita-Arimatea Díaz-Cortés
Publisher: Springer
ISBN: 3319578138
Category : Technology & Engineering
Languages : en
Pages : 258

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Book Description
This book bridges the gap between Soft Computing techniques and their applications to complex engineering problems. In each chapter we endeavor to explain the basic ideas behind the proposed applications in an accessible format for readers who may not possess a background in some of the fields. Therefore, engineers or practitioners who are not familiar with Soft Computing methods will appreciate that the techniques discussed go beyond simple theoretical tools, since they have been adapted to solve significant problems that commonly arise in such areas. At the same time, the book will show members of the Soft Computing community how engineering problems are now being solved and handled with the help of intelligent approaches. Highlighting new applications and implementations of Soft Computing approaches in various engineering contexts, the book is divided into 12 chapters. Further, it has been structured so that each chapter can be read independently of the others.

Theme: Harnessing Soft Computing Techniques for Smart and Better World

Theme: Harnessing Soft Computing Techniques for Smart and Better World PDF Author:
Publisher:
ISBN: 9781538620533
Category : Soft computing
Languages : en
Pages :

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Book Description


Soft Computing Techniques in Engineering Applications

Soft Computing Techniques in Engineering Applications PDF Author: Srikanta Patnaik
Publisher: Springer
ISBN: 3319046934
Category : Technology & Engineering
Languages : en
Pages : 206

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Book Description
The Soft Computing techniques, which are based on the information processing of biological systems are now massively used in the area of pattern recognition, making prediction & planning, as well as acting on the environment. Ideally speaking, soft computing is not a subject of homogeneous concepts and techniques; rather, it is an amalgamation of distinct methods that confirms to its guiding principle. At present, the main aim of soft computing is to exploit the tolerance for imprecision and uncertainty to achieve tractability, robustness and low solutions cost. The principal constituents of soft computing techniques are probabilistic reasoning, fuzzy logic, neuro-computing, genetic algorithms, belief networks, chaotic systems, as well as learning theory. This book covers contributions from various authors to demonstrate the use of soft computing techniques in various applications of engineering.

Soft Computing

Soft Computing PDF Author: Devendra K. Chaturvedi
Publisher: Springer Science & Business Media
ISBN: 3540774807
Category : Computers
Languages : en
Pages : 612

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Book Description
This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA. The approach in this book is to provide an understanding of the soft computing field and to work through soft computing using examples. It also aims to integrate pseudo-code operational summaries and Matlab codes, to present computer simulation, to include real world applications and to highlight the distinctive work of human consciousness in machine.

2017 International Conference on Soft Computing and Its Engineering Applications (icSoftComp)

2017 International Conference on Soft Computing and Its Engineering Applications (icSoftComp) PDF Author: IEEE Staff
Publisher:
ISBN: 9781538620540
Category :
Languages : en
Pages :

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Book Description
The theme of the conference is Harnessing Soft Computing Techniques for Smart and Better World icSoftComp 2017 solicits papers on all aspects of Soft computing and its engineering applications for smart and better world icSoftComp 2017 aims to provide an excellent international forum to the researchers, academicians, students, and professionals in the areas of computer science and engineering to present their research, knowledge, new ideas and innovations It will exhibit an exciting technical program It will also feature high quality Tutorials and Workshops, Industry Panels and Exhibitions, as well as Keynotes from prominent research and industry leaders

Proceedings of International Conference on Soft Computing Techniques and Engineering Application

Proceedings of International Conference on Soft Computing Techniques and Engineering Application PDF Author: Srikanta Patnaik
Publisher: Springer Science & Business Media
ISBN: 8132216954
Category : Computers
Languages : en
Pages : 579

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Book Description
The main objective of ICSCTEA 2013 is to provide a platform for researchers, engineers and academicians from all over the world to present their research results and development activities in soft computing techniques and engineering application. This conference provides opportunities for them to exchange new ideas and application experiences face to face, to establish business or research relations and to find global partners for future collaboration.

Applications of Soft Computing

Applications of Soft Computing PDF Author: Erel Avineri
Publisher: Springer
ISBN: 9783540880783
Category : Computers
Languages : en
Pages : 274

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Book Description
Soft Computing is a complex of methodologies that includes artificial neural networks, genetic algorithms, fuzzy logic, Bayesian networks, and their hybrids. It admits approximate reasoning, imprecision, uncertainty and partial truth in order to mimic the remarkable human capability of making decisions in real-life, ambiguous environments. Soft Computing has therefore become popular in developing systems that encapsulate human expertise. 'Applications of Soft Computing: Updating the State of Art' contains a collection of papers that were presented at the 12th On-line World Conference on Soft Computing in Industrial Applications, held in October 2007. This carefully edited book provides a comprehensive overview of the recent advances in the industrial applications of soft computing and covers a wide range of application areas, including design, intelligent control, optimization, signal processing, pattern recognition, computer graphics, production, as well as civil engineering and applications to traffic and transportation systems. The book is aimed at researchers and practitioners who are engaged in developing and applying intelligent systems principles to solving real-world problems. It is also suitable as wider reading for science and engineering postgraduate students.

Jaya: An Advanced Optimization Algorithm and its Engineering Applications

Jaya: An Advanced Optimization Algorithm and its Engineering Applications PDF Author: Ravipudi Venkata Rao
Publisher: Springer
ISBN: 3319789228
Category : Technology & Engineering
Languages : en
Pages : 334

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Book Description
This book introduces readers to the “Jaya” algorithm, an advanced optimization technique that can be applied to many physical and engineering systems. It describes the algorithm, discusses its differences with other advanced optimization techniques, and examines the applications of versions of the algorithm in mechanical, thermal, manufacturing, electrical, computer, civil and structural engineering. In real complex optimization problems, the number of parameters to be optimized can be very large and their influence on the goal function can be very complicated and nonlinear in character. Such problems cannot be solved using classical methods and advanced optimization methods need to be applied. The Jaya algorithm is an algorithm-specific parameter-less algorithm that builds on other advanced optimization techniques. The application of Jaya in several engineering disciplines is critically assessed and its success compared with other complex optimization techniques such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), and other recently developed algorithms.