Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319964331
Publisher: Springer International Publishing Publication: September 25, 2018
Imprint: Springer Language: English
Author:
ISBN: 9783319964331
Publisher: Springer International Publishing
Publication: September 25, 2018
Imprint: Springer
Language: English

This book focuses on metaheuristic methods and its applications to real-world problems in Engineering. The first part describes some key metaheuristic methods, such as Bat Algorithms, Particle Swarm Optimization, Differential Evolution, and Particle Collision Algorithms. Improved versions of these methods and strategies for parameter tuning are also presented, both of which are essential for the practical use of these important computational tools. The second part then applies metaheuristics to problems, mainly in Civil, Mechanical, Chemical, Electrical, and Nuclear Engineering. Other methods, such as the Flower Pollination Algorithm, Symbiotic Organisms Search, Cross-Entropy Algorithm, Artificial Bee Colonies, Population-Based Incremental Learning, Cuckoo Search, and Genetic Algorithms, are also presented. The book is rounded out by recently developed strategies, or hybrid improved versions of existing methods, such as the Lightning Optimization Algorithm, Differential Evolution with Particle Collisions, and Ant Colony Optimization with Dispersion – state-of-the-art approaches for the application of computational intelligence to engineering problems.

The wide variety of methods and applications, as well as the original results to problems of practical engineering interest, represent the primary differentiation and distinctive quality of this book. Furthermore, it gathers contributions by authors from four countries – some of which are the original proponents of the methods presented – and 18 research centers around the globe.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book focuses on metaheuristic methods and its applications to real-world problems in Engineering. The first part describes some key metaheuristic methods, such as Bat Algorithms, Particle Swarm Optimization, Differential Evolution, and Particle Collision Algorithms. Improved versions of these methods and strategies for parameter tuning are also presented, both of which are essential for the practical use of these important computational tools. The second part then applies metaheuristics to problems, mainly in Civil, Mechanical, Chemical, Electrical, and Nuclear Engineering. Other methods, such as the Flower Pollination Algorithm, Symbiotic Organisms Search, Cross-Entropy Algorithm, Artificial Bee Colonies, Population-Based Incremental Learning, Cuckoo Search, and Genetic Algorithms, are also presented. The book is rounded out by recently developed strategies, or hybrid improved versions of existing methods, such as the Lightning Optimization Algorithm, Differential Evolution with Particle Collisions, and Ant Colony Optimization with Dispersion – state-of-the-art approaches for the application of computational intelligence to engineering problems.

The wide variety of methods and applications, as well as the original results to problems of practical engineering interest, represent the primary differentiation and distinctive quality of this book. Furthermore, it gathers contributions by authors from four countries – some of which are the original proponents of the methods presented – and 18 research centers around the globe.

More books from Springer International Publishing

Cover of the book The 11th IFToMM International Symposium on Science of Mechanisms and Machines by
Cover of the book Clean Energy from the Earth, Wind and Sun by
Cover of the book Regulated Bioanalysis: Fundamentals and Practice by
Cover of the book Computer-Assisted and Robotic Endoscopy by
Cover of the book Computational Methods and Clinical Applications in Musculoskeletal Imaging by
Cover of the book Nanotechnology-Based Precision Tools for the Detection and Treatment of Cancer by
Cover of the book Tsunami by
Cover of the book The Political Economy of Innovation Development by
Cover of the book Toxicological Risk Assessment for Beginners by
Cover of the book A Rights-Based Approach to Social Policy Analysis by
Cover of the book Graphical Simulation of Deformable Models by
Cover of the book Grand Challenges in Marine Biotechnology by
Cover of the book A Primer on Quantum Fluids by
Cover of the book Advances in Knowledge Discovery and Management by
Cover of the book Haploidentical Transplantation by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy