Engineering Optimization: An Introduction with Metaheuristic Applications Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:
An accessible introduction to metaheuristics and optimization, featuring powerful and modern algorithms for application across engineering and the sciences

From engineering and computer science to economics and management science, optimization is a core component for problem solving. Highlighting the latest developments that have evolved in recent years, Engineering Optimization: An Introduction with Metaheuristic Applications outlines popular metaheuristic algorithms and equips readers with the skills needed to apply these techniques to their own optimization problems. With insightful examples from various fields of study, the author highlights key concepts and techniques for the successful application of commonly-used metaheuristc algorithms, including simulated annealing, particle swarm optimization, harmony search, and genetic algorithms.

The author introduces all major metaheuristic algorithms and their applications in optimization through a presentation that is organized into three succinct parts:

• Foundations of Optimization and Algorithms provides a brief introduction to the underlying nature of optimization and the common approaches to optimization problems, random number generation, the Monte Carlo method, and the Markov chain Monte Carlo method
• Metaheuristic Algorithms presents common metaheuristic algorithms in detail, including genetic algorithms, simulated annealing, ant algorithms, bee algorithms, particle swarm optimization, firefly algorithms, and harmony search
• Applications outlines a wide range of applications that use metaheuristic algorithms to solve challenging optimization problems with detailed implementation while also introducing various modifications used for multi-objective optimization

Throughout the book, the author presents worked-out examples and real-world applications that illustrate the modern relevance of the topic. A detailed appendix features important and popular algorithms using MATLAB® and Octave software packages, and a related FTP site houses MATLAB code and programs for easy implementation of the discussed techniques. In addition, references to the current literature enable readers to investigate individual algorithms and methods in greater detail.

Engineering Optimization: An Introduction with Metaheuristic Applications is an excellent book for courses on optimization and computer simulation at the upper-undergraduate and graduate levels. It is also a valuable reference for researchers and practitioners working in the fields of mathematics, engineering, computer science, operations research, and management science who use metaheuristic algorithms to solve problems in their everyday work.

Engineering Optimization: An Introduction with Metaheuristic Applications by Xin-She Yang

From reader reviews:

Joshua Shaw:

The book Engineering Optimization: An Introduction with Metaheuristic Applications can give more knowledge and also the precise product information about everything you want. Why must we leave a good thing like a book Engineering Optimization: An Introduction with Metaheuristic Applications? A number of you have a different opinion about reserve. But one aim that will book can give many data for us. It is absolutely appropriate. Right now, try to closer with your book. Knowledge or info that you take for that, you are able to give for each other; you may share all of these. Book Engineering Optimization: An Introduction with Metaheuristic Applications has simple shape nevertheless, you know: it has great and large function for you. You can seem the enormous world by open up and read a e-book. So it is very wonderful.

Bertie Lewis:

The book with title Engineering Optimization: An Introduction with Metaheuristic Applications includes a lot of information that you can find out it. You can get a lot of gain after read this book. That book exist new understanding the information that exist in this publication represented the condition of the world today. That is important to yo7u to learn how the improvement of the world. This specific book will bring you with new era of the the positive effect. You can read the e-book in your smart phone, so you can read the item anywhere you want.

Jose Enriquez:

You can obtain this Engineering Optimization: An Introduction with Metaheuristic Applications by check out the bookstore or Mall. Simply viewing or reviewing it could to be your solve difficulty if you get difficulties to your knowledge. Kinds of this publication are various. Not only through written or printed but in addition can you enjoy this book by simply e-book. In the modern era including now, you just looking by your mobile phone and searching what their problem. Right now, choose your ways to get more information about your guide. It is most important to arrange yourself to make your knowledge are still change. Let's try to choose suitable ways for you.

Damian Woodward:

Reading a guide make you to get more knowledge from it. You can take knowledge and information originating from a book. Book is written or printed or illustrated from each source that will filled update of news. In this particular modern era like now, many ways to get information are available for you actually. From media social including newspaper, magazines, science publication, encyclopedia, reference book, story and comic. You can add your understanding by that book. Do you want to spend your spare time to open your book? Or just searching for the Engineering Optimization: An Introduction with Metaheuristic Applications when you essential it?