Achieving Ethical Algorithmic Behaviour in the Internet of Things: A Review

Autor: Seng W. Loke

Publikováno v: IoT, Vol 2, Iss 3, Pp 401-427 (2021)

The Internet of Things is emerging as a vast, inter-connected space of devices and things surrounding people, many of which are increasingly capable of autonomous action, from automatically sending data to cloud servers for analysis, changing the beh

Externí odkaz: https://doaj.org/article/5b77adb3c554417aad5416d8e7d0a5ee

Using structural bias to analyse the behaviour of modular CMA-ES

Autor: Vermetten, D.L., Caraffini, F., Stein, B. van, Kononova, A.V., Fieldsend, J.E.

Publikováno v: GECCO '22: Proceedings of the genetic and evolutionary computation conference companion, 1674-1682. Boston: ACM
STARTPAGE=1674;ENDPAGE=1682;TITLE=GECCO '22: Proceedings of the genetic and evolutionary computation conference companion

The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is a commonly used iterative optimisation heuristic for optimising black-box functions. CMA-ES comes in many flavours with different configuration settings. In this work, we investigate whe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::74a3df11cd511d7d7a9bb50398d37193
https://doi.org/10.1145/3520304.3534035

Emergence of Structural Bias in Differential Evolution

Autor: Stein, B. van, Caraffini, F., Kononova, A.V., Chicano, F.

Publikováno v: GECCO Companion
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 1234-1242. ACM
STARTPAGE=1234;ENDPAGE=1242;TITLE=Proceedings of the Genetic and Evolutionary Computation Conference Companion

The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link. Heuristic optimisation algorithms are in high demand due to the overwhelming amount of complex optimis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::312179bca0a50c6ae494c4fad915c332

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