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Formal Descriptions of Real Parameter Optimisation

Authors: Tao Gong 0002; Andrew Tuson;

Formal Descriptions of Real Parameter Optimisation

Abstract

The design of effective operators is a matter of some interest in the evolutionary computing community, and Radcliffe’s forma analysis is one notable approach to formally incorporate domain knowledge in operator design by manipulating the formal descriptions of problem domain. Since formal description is the key issue that affects the effectiveness of derived operator, this paper examines the concepts of Dedekind Cut and Isodedekind Cut introduced by Surry. Though they serve as very useful descriptions of the continuous domain, they have not been fully formalised. Some new concepts are developed or updated based on the original work and some ambiguous points (e.g. the derivation of operators with these formal descriptions) are also made clearer. A case study is also presented to illustrate the formal derivation of concrete operators with some predefined operator templates.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Top 10%
Average
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