The synthesis of hybrid mechanisms using genetic algorithms

Date
1997
Authors
Connor, AM
Supervisor
Item type
Thesis/Dissertation
Degree name
Journal Title
Journal ISSN
Volume Title
Publisher
Mechanisms & Machines Research Group, Liverpool John Moores University
Abstract

This thesis presents a novel design methodology for the synthesis of hybrid mechanisms using Genetic Algorithms. GAs are a search and optimisation method which model the mechanics of population genetics to give a truly global search method.

In parallel to the development of a suitable GA, the work also develops novel objective function criteria which go some way to providing an approximation to dynamic criteria whilst using only kinematic properties during calculations. This has considerable effect in reducing the time required to find a feasible solution.

The thesis presents a set of results which validate the proposed methodology, both in terms of speed of convergence and quality of the final solutions obtained. The application chosen is the synthesis of a hybrid five bar path generating mechanism.

A description is given of the development of a practical machine for a given test case, so as to illustrate that the solutions produced are feasible in terms of real world implementation. Results are presented which show the effectiveness of the machine.

Finally, a critical analysis of both the methodology and the results is carried out. This highlights some areas in which the methodology could be improved by future work.

Description
Keywords
Source
Connor, A. (1996). The synthesis of hybrid mechanisms using genetic algorithms (Unpublished PhD thesis). Liverpool John Moores University, Liverpool, England.
DOI
Publisher's version
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NOTICE: this is the author’s version of a work that was accepted for publication. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication.