A Genetic Algorithm Approach to Optimization of Asynchronous Automatic Assembly Systems PDF Download
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Author: Mark A. Wellman
Publisher:
ISBN:
Category :
Languages : en
Pages : 156
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Book Description
Author: Mark A. Wellman
Publisher:
ISBN:
Category :
Languages : en
Pages : 156
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Book Description
Author: Prakash Dhar Diwan
Publisher:
ISBN:
Category : Assembly-line methods
Languages : en
Pages : 242
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Book Description
Develops a detailed cost modeling methodology for complex AAS having inspection station and repair loops, to simultaneously optimize system parameters, cost functions, and quality control issues for design improvement.
Author: Akif Asil Bulgak
Publisher:
ISBN:
Category :
Languages : en
Pages : 382
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Book Description
Author: Zhiming Liu
Publisher:
ISBN:
Category :
Languages : en
Pages : 392
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Book Description
Author: Yuval Davidor
Publisher: World Scientific
ISBN: 9789810202170
Category : Technology & Engineering
Languages : en
Pages : 192
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Book Description
Classical optimization methodologies fall short in very large and complex domains. In this book is suggested a different approach to optimization, an approach which is based on the 'blind' and heuristic mechanisms of evolution and population genetics. The genetic approach to optimization introduces a new philosophy to optimization in general, but particularly to engineering. By introducing the ?genetic? approach to robot trajectory generation, much can be learned about the adaptive mechanisms of evolution and how these mechanisms can solve real world problems. It is suggested further that optimization at large may benefit greatly from the adaptive optimization exhibited by natural systems when attempting to solve complex optimization problems, and that the determinism of classical optimization models may sometimes be an obstacle in nonlinear systems.This book is unique in that it reports in detail on an application of genetic algorithms to a real world problem, and explains the considerations taken during the development work. Futhermore, it addresses robotics in two new aspects: the optimization of the trajectory specification which has so far been done by human operators and has not received much attention for both automation and optimization, and the introduction of a heuristic strategy to a field predominated by deterministic strategies.
Author: Kalluru Venkateswar
Publisher:
ISBN:
Category :
Languages : en
Pages : 324
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Book Description
Author: Mitsuo Gen
Publisher: John Wiley & Sons
ISBN: 9780471315315
Category : Technology & Engineering
Languages : en
Pages : 520
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Book Description
Im Mittelpunkt dieses Buches steht eines der wichtigsten Optimierungsverfahren der industriellen Ingenieurtechnik: Mit Hilfe genetischer Algorithmen lassen sich Qualität, Design und Zuverlässigkeit von Produkten entscheidend verbessern. Das Verfahren beruht auf der Wahrscheinlichkeitstheorie und lehnt sich an die Prinzipien der biologischen Vererbung an: Die Eigenschaften des Produkts werden, unter Beachtung der äußeren Randbedingungen, schrittweise optimiert. Ein hochaktueller Band international anerkannter Autoren. (03/00)
Author: Nanjappan Natarajan
Publisher: Springer
ISBN: 3319029851
Category : Technology & Engineering
Languages : en
Pages : 94
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Book Description
This book is dedicated to composite materials, presenting different synthesis processes, composite properties and their machining behaviour. The book describes also the problems on manufacturing of metal matrix composite components. Among others, it provides procedures for manufacturing of metal matrix composites and case studies.
Author: Brahim Rekiek
Publisher: Springer Science & Business Media
ISBN: 9781846281129
Category : Computers
Languages : en
Pages : 192
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Book Description
Efficient assembly line design is a problem of considerable industrial importance. Unfortunately, like many other design processes, it can be time-consuming and repetitive. In addition to this, assembly line design is often complex owing to the number of multiple components involved: line efficiency, cost, reliability and space for example. The main objective is to integrate the design with operations issues, thereby minimising its costs. Since it is impossible to replace a designer’s intelligence, experience and creativity, it is important to provide him with a set of assistance tools in order to meet the conflicting objectives involved. Assembly Line Design presents three techniques based on the Grouping Genetic Algorithm (a powerful and broadly applicable optimisation and stochastic search technique) which can be used to aid efficient assembly line design: • ‘equal piles for assembly lines’, a new algorithm introduced to deal with assembly line balancing (balancing stations’ loads); • a new method based on a multiple objective grouping genetic algorithm (MO-GGA) aiming to deal with resource planning (selection of equipment to carry out assembly tasks); ‘• balance for operation’ (BFO), introduced to deal with the changes during the operation phase of assembly lines. Assembly Line Design will be of interest to technical personnel working in design, planning and production departments in industry as well as managers in industry who want to learn more about concurrent engineering. This book will also be of value to researchers and postgraduate students in mechanical, manufacturing or micro-engineering. The Springer Series in Advanced Manufacturing publishes the best teaching and reference material to support students, educators and practitioners in manufacturing technology and management. This international series includes advanced textbooks, research monographs, edited works and conference proceedings covering all subjects in advanced manufacturing. The series focuses on new topics of interest, new treatments of more traditional areas and coverage of the applications of information and communication technology (ICT) in manufacturing.
Author: Kim-Fung Man
Publisher: Springer Science & Business Media
ISBN: 144710577X
Category : Mathematics
Languages : en
Pages : 346
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Book Description
This comprehensive book gives a overview of the latest discussions in the application of genetic algorithms to solve engineering problems. Featuring real-world applications and an accompanying disk, giving the reader the opportunity to use an interactive genetic algorithms demonstration program.
