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Revival: Manufacturing Optimization through Intelligent Techniques (2006) (Hardcover)
Loot Price: R5,422
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Revival: Manufacturing Optimization through Intelligent Techniques (2006) (Hardcover)
Series: CRC Press Revivals
Expected to ship within 12 - 17 working days
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Effective utilization of equipment is critical to any manufacturing
operation, especially with today's sophisticated, high-cost
equipment and increased global competition. To meet these
challenges in the manufacturing industry, you must understand and
implement the myriad conventional and intelligent techniques for
different types of manufacturing problems. Manufacturing
Optimization Through Intelligent Techniques covers design of
machine elements, integrated product development, machining
tolerance allocation, selection of operating parameters for CNC
machine tools, scheduling, part family formation, selection of
robot coordinates, robot trajectory planning and both conventional
and intelligent techniques, providing the tools to design and
implement a suitable optimization technique. The author explores
how to model optimization problems, select suitable techniques,
develop the optimization algorithm and software, and implement the
program. The book delineates five new techniques using examples
taken from the literature for optimization problems in design,
tolerance allocation; selection of machining parameters, integrated
product development, scheduling, concurrent formation of machine
groups and part families, selection of robot co-ordinates, robot
trajectory planning and intelligent machining. All the
manufacturing functions described have been successfully solved by
Genetic Algorithm. Other intelligent techniques have been
implemented only for solving certain types of problems: simulated
annealing; design and scheduling, particle swarm optimization and
ant colony optimization; tolerance allocation and tabu search; as
well as machining parameters optimization. After reading this book,
you will understand the different types of manufacturing
optimization problems as well as the conventional and intelligent
techniques suitable for solving them. You will also be able to
develop and implement effective optimization procedures and
algorithms for a wide variety of problems in design manufacturing.
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