Matches in SemOpenAlex for { <https://semopenalex.org/work/W4294811574> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4294811574 abstract "Heuristic optimization methods such as Particle Swarm Optimization (PSO) depend on their parameters to achieve good performance on a given class of problems. Some modifications of heuristic algorithms aim to adapt those parameters during the optimization process. We present a framework to design such adaptation strategies using continuous fuzzy feedback control. Our framework, which is not tied to a particular algorithm, provides us with a simple interface where probes are sampled in the optimization process and parameters are fed back. The process of turning probes into parameters uses fuzzy logic rule sets, where the design of rules aims to maximize performance on a training benchmark. This meta-optimization is achieved by a Bayesian Optimizer (BO) with a Gradient Boosted Regression Trees (GBRT) prior. The robustness of the control is also assessed on a validation benchmark." @default.
- W4294811574 created "2022-09-06" @default.
- W4294811574 creator A5019663578 @default.
- W4294811574 creator A5053086289 @default.
- W4294811574 creator A5078606667 @default.
- W4294811574 date "2022-07-18" @default.
- W4294811574 modified "2023-09-27" @default.
- W4294811574 title "Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm" @default.
- W4294811574 cites W1986834168 @default.
- W4294811574 cites W2057035153 @default.
- W4294811574 cites W2096914182 @default.
- W4294811574 cites W2106625051 @default.
- W4294811574 cites W2119401655 @default.
- W4294811574 cites W2151554678 @default.
- W4294811574 cites W2152195021 @default.
- W4294811574 cites W2165299997 @default.
- W4294811574 cites W2580770877 @default.
- W4294811574 cites W4211007335 @default.
- W4294811574 cites W4230846333 @default.
- W4294811574 cites W4252003911 @default.
- W4294811574 cites W4312512934 @default.
- W4294811574 doi "https://doi.org/10.1109/cec55065.2022.9870387" @default.
- W4294811574 hasPublicationYear "2022" @default.
- W4294811574 type Work @default.
- W4294811574 citedByCount "0" @default.
- W4294811574 crossrefType "proceedings-article" @default.
- W4294811574 hasAuthorship W4294811574A5019663578 @default.
- W4294811574 hasAuthorship W4294811574A5053086289 @default.
- W4294811574 hasAuthorship W4294811574A5078606667 @default.
- W4294811574 hasConcept C104317684 @default.
- W4294811574 hasConcept C11413529 @default.
- W4294811574 hasConcept C122357587 @default.
- W4294811574 hasConcept C126255220 @default.
- W4294811574 hasConcept C13280743 @default.
- W4294811574 hasConcept C154945302 @default.
- W4294811574 hasConcept C173801870 @default.
- W4294811574 hasConcept C185592680 @default.
- W4294811574 hasConcept C185798385 @default.
- W4294811574 hasConcept C195975749 @default.
- W4294811574 hasConcept C205649164 @default.
- W4294811574 hasConcept C2778049539 @default.
- W4294811574 hasConcept C33923547 @default.
- W4294811574 hasConcept C41008148 @default.
- W4294811574 hasConcept C55493867 @default.
- W4294811574 hasConcept C58166 @default.
- W4294811574 hasConcept C63479239 @default.
- W4294811574 hasConcept C85617194 @default.
- W4294811574 hasConceptScore W4294811574C104317684 @default.
- W4294811574 hasConceptScore W4294811574C11413529 @default.
- W4294811574 hasConceptScore W4294811574C122357587 @default.
- W4294811574 hasConceptScore W4294811574C126255220 @default.
- W4294811574 hasConceptScore W4294811574C13280743 @default.
- W4294811574 hasConceptScore W4294811574C154945302 @default.
- W4294811574 hasConceptScore W4294811574C173801870 @default.
- W4294811574 hasConceptScore W4294811574C185592680 @default.
- W4294811574 hasConceptScore W4294811574C185798385 @default.
- W4294811574 hasConceptScore W4294811574C195975749 @default.
- W4294811574 hasConceptScore W4294811574C205649164 @default.
- W4294811574 hasConceptScore W4294811574C2778049539 @default.
- W4294811574 hasConceptScore W4294811574C33923547 @default.
- W4294811574 hasConceptScore W4294811574C41008148 @default.
- W4294811574 hasConceptScore W4294811574C55493867 @default.
- W4294811574 hasConceptScore W4294811574C58166 @default.
- W4294811574 hasConceptScore W4294811574C63479239 @default.
- W4294811574 hasConceptScore W4294811574C85617194 @default.
- W4294811574 hasLocation W42948115741 @default.
- W4294811574 hasOpenAccess W4294811574 @default.
- W4294811574 hasPrimaryLocation W42948115741 @default.
- W4294811574 hasRelatedWork W1490089215 @default.
- W4294811574 hasRelatedWork W161551212 @default.
- W4294811574 hasRelatedWork W1972676348 @default.
- W4294811574 hasRelatedWork W2028742169 @default.
- W4294811574 hasRelatedWork W2040412956 @default.
- W4294811574 hasRelatedWork W2056439662 @default.
- W4294811574 hasRelatedWork W2359483975 @default.
- W4294811574 hasRelatedWork W2362646746 @default.
- W4294811574 hasRelatedWork W2388169169 @default.
- W4294811574 hasRelatedWork W2783888710 @default.
- W4294811574 isParatext "false" @default.
- W4294811574 isRetracted "false" @default.
- W4294811574 workType "article" @default.