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...
The last few years have seen important advances in the use of genetic algorithms to address challenging optimization problems in industrial engineerin...
This text addresses one of the most important optimization techniques in the industrial engineering manufacturing areas; the use of genetic algorithms to improve design and produce reliable products of high quality. Genetic algorithms is a probabilistic search technique which is based on the principles of biological evolution. As biological entities continually evolve and adapt genetically towards an individual which is more suitable to its environment so a genetic algorithm will follow paths of analysis which evolve a specific design towards the best result based on the environmental...
This text addresses one of the most important optimization techniques in the industrial engineering manufacturing areas; the use of genetic algorithms...
Network models are critical tools in business, management, science and industry. "Network Models and Optimization" presents an insightful, comprehensive, and up-to-date treatment of multiple objective genetic algorithms to network optimization problems in many disciplines, such as engineering, computer science, operations research, transportation, telecommunication, and manufacturing. The book extensively covers algorithms and applications, including shortest path problems, minimum cost flow problems, maximum flow problems, minimum spanning tree problems, traveling salesman and postman...
Network models are critical tools in business, management, science and industry. "Network Models and Optimization" presents an insightful, comprehe...
