(Created page with " == Abstract == Short Term Conflict Alert (STCA) systems provide warnings to air traffic controllers if aircraft are in danger of becoming too close. They are complex softwar...") |
m (Scipediacontent moved page Draft Content 448521063 to Fieldsend et al 2010a) |
(No difference)
| |
Latest revision as of 19:33, 3 February 2021
Abstract
Short Term Conflict Alert (STCA) systems provide warnings to air traffic controllers if aircraft are in danger of becoming too close. They are complex software programs, with many inter-dependent parameters that must be adjusted to achieve the best trade-off between wanted and nuisance alerts. We describe a multi-archive evolutionary algorithm for optimising regional parameter subsets in parallel, reducing the number of evaluations required to generate an estimated Pareto optimal Receiver Operating Characteristic (ROC), showing that it provides superior results to traditional single-archived algorithms. A method of ‘aggressive’ optimisation, designed to explore unknown parameter ranges in a ‘safe’ manner, is shown to yield more extensive and better converged estimated Pareto fronts.
Original document
The different versions of the original document can be found in:
Document information
Published on 01/01/2010
Volume 2010, 2010
DOI: 10.1109/cec.2010.5586017
Licence: CC BY-NC-SA license
Share this document
Keywords
claim authorship
Are you one of the authors of this document?