Genetic Algorithms and Engineering Design (Engineering Design and Automation) Book PDF, ePub eBook

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


Book Descriptions:
The last few years have seen important advances in the use of genetic algorithms to address challenging optimization problems in industrial engineering. Genetic Algorithms and Engineering Design is the only book to cover the most recent technologies and their application to manufacturing, presenting a comprehensive and fully up-to-date treatment of genetic algorithms in industrial engineering and operations research.

Beginning with a tutorial on genetic algorithm fundamentals and their use in solving constrained and combinatorial optimization problems, the book applies these techniques to problems in specific areas--sequencing, scheduling and production plans, transportation and vehicle routing, facility layout, location-allocation, and more. Each topic features a clearly written problem description, mathematical model, and summary of conventional heuristic algorithms. All algorithms are explained in intuitive, rather than highly-technical, language and are reinforced with illustrative figures and numerical examples.

Written by two internationally acknowledged experts in the field, Genetic Algorithms and Engineering Design features original material on the foundation and application of genetic algorithms, and also standardizes the terms and symbols used in other sources--making this complex subject truly accessible to the beginner as well as to the more advanced reader.

Ideal for both self-study and classroom use, this self-contained reference provides indispensable state-of-the-art guidance to professionals and students working in industrial engineering, management science, operations research, computer science, and artificial intelligence. The only comprehensive, state-of-the-art treatment available on the use of genetic algorithms in industrial engineering and operations research . . .

Written by internationally recognized experts in the field of genetic algorithms and artificial intelligence, Genetic Algorithms and Engineering Design provides total coverage of current technologies and their application to manufacturing systems. Incorporating original material on the foundation and application of genetic algorithms, this unique resource also standardizes the terms and symbols used in other sources--making this complex subject truly accessible to students as well as experienced professionals. Designed for clarity and ease of use, this self-contained reference:
* Provides a comprehensive survey of selection strategies, penalty techniques, and genetic operators used for constrained and combinatorial optimization problems
* Shows how to use genetic algorithms to make production schedules, solve facility/location problems, make transportation/vehicle routing plans, enhance system reliability, and much more
* Contains detailed numerical examples, plus more than 160 auxiliary figures to make solution procedures transparent and understandable

Genetic Algorithms and Engineering Design (Engineering Design and Automation) by Mitsuo Gen, Runwei Cheng

From reader reviews:

Oliver Watts:

Information is provisions for anyone to get better life, information nowadays can get by anyone in everywhere. The information can be a information or any news even a problem. What people must be consider when those information which is within the former life are challenging to be find than now could be taking seriously which one is appropriate to believe or which one the resource are convinced. If you get the unstable resource then you understand it as your main information you will see huge disadvantage for you. All of those possibilities will not happen throughout you if you take Genetic Algorithms and Engineering Design (Engineering Design and Automation) as your daily resource information.

Kevin Vargas:

People live in this new time of lifestyle always try to and must have the time or they will get great deal of stress from both daily life and work. So , whenever we ask do people have extra time, we will say absolutely without a doubt. People is human not really a robot. Then we inquire again, what kind of activity are there when the spare time coming to anyone of course your answer can unlimited right. Then ever try this one, reading ebooks. It can be your alternative in spending your spare time, often the book you have read is usually Genetic Algorithms and Engineering Design (Engineering Design and Automation).

Hazel Makowski:

In this particular era which is the greater individual or who has ability in doing something more are more precious than other. Do you want to become among it? It is just simple method to have that. What you need to do is just spending your time almost no but quite enough to have a look at some books. One of the books in the top collection in your reading list is actually Genetic Algorithms and Engineering Design (Engineering Design and Automation). This book which can be qualified as The Hungry Mountains can get you closer in getting precious person. By looking way up and review this publication you can get many advantages.

Beverly McClendon:

A lot of guide has printed but it differs. You can get it by net on social media. You can choose the most beneficial book for you, science, comedy, novel, or whatever by simply searching from it. It is known as of book Genetic Algorithms and Engineering Design (Engineering Design and Automation). You'll be able to your knowledge by it. Without departing the printed book, it may add your knowledge and make you happier to read. It is most important that, you must aware about guide. It can bring you from one destination to other place.