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Informatics Report Series
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| Title:Investigating Evolutionary Optimisation of Constrained Functions to Capture Shape Descriptions from Range Data |
| Authors:
Craig Robertson
; Robert Fisher
; D Corne
; Naoufel Werghi
; A Ashbrook
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| Date: 1999 |
| Publication Title:Advances in Soft Computing - Engineering Design and Manufacturing |
| Publisher:Springer |
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Publication Type:Journal Article
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Page Nos:455-466
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- Abstract:
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This paper examines the application of an evolutionary algorithm (GENOCOP III) to the problem of fitting surfaces and lines to both 2D synthetic and real 3D range data. The fitting is performed with both non-linear (domain) constraints and with non-linear (geometric and relational) constraints. Example fittings are given as well as an explanation of experimental caveats that should be address when using this kind of approach. We have discovered, for example, that the time to generate starting reference pointes on the solution manifold is a significant part of the experiment time.
- Copyright:
- 2006 by The University of Edinburgh. All Rights Reserved
- Links To Paper
- No links available
- Bibtex format
- @Article{EDI-INF-RR-0765,
- author = {
Craig Robertson
and Robert Fisher
and D Corne
and Naoufel Werghi
and A Ashbrook
},
- title = {Investigating Evolutionary Optimisation of Constrained Functions to Capture Shape Descriptions from Range Data},
- journal = {Advances in Soft Computing - Engineering Design and Manufacturing},
- publisher = {Springer},
- year = 1999,
- pages = {455-466},
- }
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