FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4327938315> ?p ?o ?g. }

• W4327938315 abstract "Abstract Particle Swarm Optimization (PSO) is one of the most commonly heuristics-based methods that has been used to solve various optimization problems due to its simplicity and robustness. However, when comes to practical applications, it requires a huge computational cost. With the development of parallel computing and Graphics Processing Unit (GPU) calculating, many researchers have tried taking these techniques to break down the obstacle of computational efficiency. It is a challenging problem for the long-term application of PSO. In this paper, we propose a HEPSO algorithm that focuses on the procedure optimization of PSO in GPU-based architecture. It optimizes the GPU computation process from two following aspects: 1) Migrate the data initialization procedure from CPUs to GPUs to reduce the huge IO loss caused by repeating migration while the computing process. 2) Employ a self-adaptive thread management strategy to improve the algorithm execution efficiency. Moreover, we use four benchmark optimization functions to test the efficiency of our HEPSO. The experiment results show that the time speedup ratio between HEPSO and GPU-PSO can exceed 6 times. Meanwhile, when we evaluate the performance of HEPSO with the time consumption for functions converge, HEPSO only needs 1/3 time of GPU-PSO in most cases." @default.
• W4327938315 created "2023-03-21" @default.
• W4327938315 creator A5018742393 @default.
• W4327938315 creator A5047275398 @default.
• W4327938315 creator A5051585041 @default.
• W4327938315 creator A5079076162 @default.
• W4327938315 creator A5083300425 @default.
• W4327938315 creator A5088332903 @default.
• W4327938315 date "2023-03-20" @default.
• W4327938315 modified "2023-10-16" @default.
• W4327938315 title "GPU based High-efficiency PSO Algorithm with Initialization strategy and Thread Slef-adaption" @default.
• W4327938315 cites W1179686678 @default.
• W4327938315 cites W2025302336 @default.
• W4327938315 cites W2100964291 @default.
• W4327938315 cites W2106599016 @default.
• W4327938315 cites W2573137292 @default.
• W4327938315 cites W2581327637 @default.
• W4327938315 cites W2763907376 @default.
• W4327938315 cites W2780695176 @default.
• W4327938315 cites W2887897850 @default.
• W4327938315 cites W2888609139 @default.
• W4327938315 cites W2889254503 @default.
• W4327938315 cites W2908286818 @default.
• W4327938315 cites W2982707764 @default.
• W4327938315 cites W2993060851 @default.
• W4327938315 cites W2994068620 @default.
• W4327938315 cites W3108502203 @default.
• W4327938315 doi "https://doi.org/10.21203/rs.3.rs-2640747/v1" @default.
• W4327938315 hasPublicationYear "2023" @default.
• W4327938315 type Work @default.
• W4327938315 citedByCount "0" @default.
• W4327938315 crossrefType "posted-content" @default.
• W4327938315 hasAuthorship W4327938315A5018742393 @default.
• W4327938315 hasAuthorship W4327938315A5047275398 @default.
• W4327938315 hasAuthorship W4327938315A5051585041 @default.
• W4327938315 hasAuthorship W4327938315A5079076162 @default.
• W4327938315 hasAuthorship W4327938315A5083300425 @default.
• W4327938315 hasAuthorship W4327938315A5088332903 @default.
• W4327938315 hasBestOaLocation W43279383151 @default.
• W4327938315 hasConcept C104317684 @default.
• W4327938315 hasConcept C111919701 @default.
• W4327938315 hasConcept C11413529 @default.
• W4327938315 hasConcept C114466953 @default.
• W4327938315 hasConcept C121684516 @default.
• W4327938315 hasConcept C126255220 @default.
• W4327938315 hasConcept C127705205 @default.
• W4327938315 hasConcept C13280743 @default.
• W4327938315 hasConcept C138101251 @default.
• W4327938315 hasConcept C173608175 @default.
• W4327938315 hasConcept C185592680 @default.
• W4327938315 hasConcept C185798385 @default.
• W4327938315 hasConcept C199360897 @default.
• W4327938315 hasConcept C205649164 @default.
• W4327938315 hasConcept C21442007 @default.
• W4327938315 hasConcept C2778119891 @default.
• W4327938315 hasConcept C2779851693 @default.
• W4327938315 hasConcept C2989134064 @default.
• W4327938315 hasConcept C33923547 @default.
• W4327938315 hasConcept C41008148 @default.
• W4327938315 hasConcept C45374587 @default.
• W4327938315 hasConcept C50630238 @default.
• W4327938315 hasConcept C55493867 @default.
• W4327938315 hasConcept C63479239 @default.
• W4327938315 hasConcept C68339613 @default.
• W4327938315 hasConcept C85617194 @default.
• W4327938315 hasConceptScore W4327938315C104317684 @default.
• W4327938315 hasConceptScore W4327938315C111919701 @default.
• W4327938315 hasConceptScore W4327938315C11413529 @default.
• W4327938315 hasConceptScore W4327938315C114466953 @default.
• W4327938315 hasConceptScore W4327938315C121684516 @default.
• W4327938315 hasConceptScore W4327938315C126255220 @default.
• W4327938315 hasConceptScore W4327938315C127705205 @default.
• W4327938315 hasConceptScore W4327938315C13280743 @default.
• W4327938315 hasConceptScore W4327938315C138101251 @default.
• W4327938315 hasConceptScore W4327938315C173608175 @default.
• W4327938315 hasConceptScore W4327938315C185592680 @default.
• W4327938315 hasConceptScore W4327938315C185798385 @default.
• W4327938315 hasConceptScore W4327938315C199360897 @default.
• W4327938315 hasConceptScore W4327938315C205649164 @default.
• W4327938315 hasConceptScore W4327938315C21442007 @default.
• W4327938315 hasConceptScore W4327938315C2778119891 @default.
• W4327938315 hasConceptScore W4327938315C2779851693 @default.
• W4327938315 hasConceptScore W4327938315C2989134064 @default.
• W4327938315 hasConceptScore W4327938315C33923547 @default.
• W4327938315 hasConceptScore W4327938315C41008148 @default.
• W4327938315 hasConceptScore W4327938315C45374587 @default.
• W4327938315 hasConceptScore W4327938315C50630238 @default.
• W4327938315 hasConceptScore W4327938315C55493867 @default.
• W4327938315 hasConceptScore W4327938315C63479239 @default.
• W4327938315 hasConceptScore W4327938315C68339613 @default.
• W4327938315 hasConceptScore W4327938315C85617194 @default.
• W4327938315 hasLocation W43279383151 @default.
• W4327938315 hasOpenAccess W4327938315 @default.
• W4327938315 hasPrimaryLocation W43279383151 @default.
• W4327938315 hasRelatedWork W2146871484 @default.
• W4327938315 hasRelatedWork W2156943226 @default.
• W4327938315 hasRelatedWork W2755264124 @default.
• W4327938315 hasRelatedWork W2770405949 @default.
• W4327938315 hasRelatedWork W2794923745 @default.
• W4327938315 hasRelatedWork W2806898911 @default.

• next