FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3131072523> ?p ?o ?g. }

• W3131072523 abstract "Data-driven evolutionary optimization has witnessed great success in solving complex real-world optimization problems. However, existing data-driven optimization algorithms require that all data are centrally stored, which is not always practical and may be vulnerable to privacy leakage and security threats if the data must be collected from different devices. To address the above issue, this paper proposes a federated data-driven evolutionary optimization framework that is able to perform data driven optimization when the data is distributed on multiple devices. On the basis of federated learning, a sorted model aggregation method is developed for aggregating local surrogates based on radial-basis-function networks. In addition, a federated surrogate management strategy is suggested by designing an acquisition function that takes into account the information of both the global and local surrogate models. Empirical studies on a set of widely used benchmark functions in the presence of various data distributions demonstrate the effectiveness of the proposed framework." @default.
• W3131072523 created "2021-03-01" @default.
• W3131072523 creator A5018656899 @default.
• W3131072523 creator A5032314861 @default.
• W3131072523 creator A5048267931 @default.
• W3131072523 creator A5062065558 @default.
• W3131072523 date "2021-02-16" @default.
• W3131072523 modified "2023-10-18" @default.
• W3131072523 title "A Federated Data-Driven Evolutionary Algorithm" @default.
• W3131072523 cites W1510052597 @default.
• W3131072523 cites W1571416372 @default.
• W3131072523 cites W1601024910 @default.
• W3131072523 cites W1831950995 @default.
• W3131072523 cites W1963751895 @default.
• W3131072523 cites W1972978214 @default.
• W3131072523 cites W1975492373 @default.
• W3131072523 cites W1991908933 @default.
• W3131072523 cites W1996669831 @default.
• W3131072523 cites W2012451526 @default.
• W3131072523 cites W2015616421 @default.
• W3131072523 cites W2019437909 @default.
• W3131072523 cites W2061144551 @default.
• W3131072523 cites W2082228576 @default.
• W3131072523 cites W2088990166 @default.
• W3131072523 cites W2096166399 @default.
• W3131072523 cites W2105245738 @default.
• W3131072523 cites W2108114251 @default.
• W3131072523 cites W2108380954 @default.
• W3131072523 cites W2111526171 @default.
• W3131072523 cites W2121664198 @default.
• W3131072523 cites W2136918060 @default.
• W3131072523 cites W2145029893 @default.
• W3131072523 cites W2145479420 @default.
• W3131072523 cites W2151263643 @default.
• W3131072523 cites W2151328394 @default.
• W3131072523 cites W2166739626 @default.
• W3131072523 cites W2169354676 @default.
• W3131072523 cites W2170333278 @default.
• W3131072523 cites W2192203593 @default.
• W3131072523 cites W2336467679 @default.
• W3131072523 cites W2530417694 @default.
• W3131072523 cites W2541884796 @default.
• W3131072523 cites W2546299924 @default.
• W3131072523 cites W2566693540 @default.
• W3131072523 cites W2587874301 @default.
• W3131072523 cites W2591927365 @default.
• W3131072523 cites W2621032660 @default.
• W3131072523 cites W2679717297 @default.
• W3131072523 cites W2729558485 @default.
• W3131072523 cites W2772079570 @default.
• W3131072523 cites W2800879376 @default.
• W3131072523 cites W2801960628 @default.
• W3131072523 cites W2807006176 @default.
• W3131072523 cites W2885582368 @default.
• W3131072523 cites W2891186800 @default.
• W3131072523 cites W2892336140 @default.
• W3131072523 cites W2911994132 @default.
• W3131072523 cites W2912213068 @default.
• W3131072523 cites W2919115771 @default.
• W3131072523 cites W2954070046 @default.
• W3131072523 cites W2962688627 @default.
• W3131072523 cites W2963219770 @default.
• W3131072523 cites W2963228337 @default.
• W3131072523 cites W2963318081 @default.
• W3131072523 cites W2987501367 @default.
• W3131072523 cites W2989289980 @default.
• W3131072523 cites W2990239018 @default.
• W3131072523 cites W3016632787 @default.
• W3131072523 cites W3038022836 @default.
• W3131072523 cites W3038028469 @default.
• W3131072523 cites W3041966875 @default.
• W3131072523 cites W3081439660 @default.
• W3131072523 cites W309569989 @default.
• W3131072523 cites W3099880469 @default.
• W3131072523 cites W3105122387 @default.
• W3131072523 cites W3109090002 @default.
• W3131072523 cites W3111009493 @default.
• W3131072523 cites W3116277068 @default.
• W3131072523 cites W3119381431 @default.
• W3131072523 cites W3120951225 @default.
• W3131072523 doi "https://doi.org/10.48550/arxiv.2102.08288" @default.
• W3131072523 hasPublicationYear "2021" @default.
• W3131072523 type Work @default.
• W3131072523 sameAs 3131072523 @default.
• W3131072523 citedByCount "1" @default.
• W3131072523 countsByYear W31310725232021 @default.
• W3131072523 crossrefType "posted-content" @default.
• W3131072523 hasAuthorship W3131072523A5018656899 @default.
• W3131072523 hasAuthorship W3131072523A5032314861 @default.
• W3131072523 hasAuthorship W3131072523A5048267931 @default.
• W3131072523 hasAuthorship W3131072523A5062065558 @default.
• W3131072523 hasBestOaLocation W31310725231 @default.
• W3131072523 hasConcept C11413529 @default.
• W3131072523 hasConcept C124101348 @default.
• W3131072523 hasConcept C13280743 @default.
• W3131072523 hasConcept C137836250 @default.
• W3131072523 hasConcept C14036430 @default.
• W3131072523 hasConcept C154945302 @default.
• W3131072523 hasConcept C159149176 @default.
• W3131072523 hasConcept C164752517 @default.

• next