Scipediacontent: Scipediacontent moved page Draft Content 448521063 to Fieldsend et al 2010a

2021-02-03T18:33:09Z

Scipediacontent moved page Draft Content 448521063 to Fieldsend et al 2010a

Scipediacontent: 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..."

2021-02-03T18:33:06Z

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..."

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== 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:

* [https://ore.exeter.ac.uk/repository/bitstream/10871/11689/4/ReckhouseFieldsendEverson.pdf https://ore.exeter.ac.uk/repository/bitstream/10871/11689/4/ReckhouseFieldsendEverson.pdf]

* [http://xplorestaging.ieee.org/ielx5/5573635/5585910/05586017.pdf?arnumber=5586017 http://xplorestaging.ieee.org/ielx5/5573635/5585910/05586017.pdf?arnumber=5586017],
: [http://dx.doi.org/10.1109/cec.2010.5586017 http://dx.doi.org/10.1109/cec.2010.5586017]

* [https://dblp.uni-trier.de/db/conf/cec/cec2010.html#ReckhouseFE10 https://dblp.uni-trier.de/db/conf/cec/cec2010.html#ReckhouseFE10],
: [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005586017 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005586017],
: [https://ore.exeter.ac.uk/repository/handle/10871/11689 https://ore.exeter.ac.uk/repository/handle/10871/11689],
: [https://ieeexplore.ieee.org/document/5586017 https://ieeexplore.ieee.org/document/5586017],
: [http://ieeexplore.ieee.org/document/5586017 http://ieeexplore.ieee.org/document/5586017],
: [https://academic.microsoft.com/#/detail/2068621108 https://academic.microsoft.com/#/detail/2068621108]

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Fieldsend et al 2010a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 448521063 to Fieldsend et al 2010a

Scipediacontent: 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..."