FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2620248872> ?p ?o ?g. }

• W2620248872 endingPage "196" @default.
• W2620248872 startingPage "182" @default.
• W2620248872 abstract "Many real-world problems belong to the family of discrete optimization problems. Most of these problems are NP-hard and difficult to solve efficiently using classical linear and convex optimization methods. In addition, the computational difficulties of these optimization tasks increase rapidly with the increasing number of decision variables. A further difficulty can be also caused by the search space being intrinsically multimodal and non-convex. In such a case, it is more desirable to have an effective optimization method that can cope better with these problem characteristics. Binary particle swarm optimization (BPSO) is a simple and effective discrete optimization method. The original BPSO and its variants have been used to solve a number of classic discrete optimization problems. However, it is reported that the original BPSO and its variants are unable to provide satisfactory results due to the use of inappropriate transfer functions. More specifically, these transfer functions are unable to provide BPSO a good balance between exploration and exploitation in the search space, limiting their performances. To overcome this problem, this paper proposes to employ a time-varying transfer function in the BPSO, namely TVT-BPSO. To understand the search behaviour of the TVT-BPSO, we provide a systematic analysis of its exploration and exploitation capability. Our experimental results demonstrate that TVT-BPSO outperforms existing BPSO variants on both low-dimensional and high-dimensional classical 0–1 knapsack problems, as well as a 200-member truss problem, suggesting that TVT-BPSO is able to better scale to high dimensional combinatorial problems than the existing BPSO variants and other metaheuristic algorithms." @default.
• W2620248872 created "2017-06-05" @default.
• W2620248872 creator A5032396875 @default.
• W2620248872 creator A5073282655 @default.
• W2620248872 creator A5082645885 @default.
• W2620248872 date "2017-10-01" @default.
• W2620248872 modified "2023-10-14" @default.
• W2620248872 title "A time-varying transfer function for balancing the exploration and exploitation ability of a binary PSO" @default.
• W2620248872 cites W1985440868 @default.
• W2620248872 cites W1988159807 @default.
• W2620248872 cites W1998994027 @default.
• W2620248872 cites W2000621750 @default.
• W2620248872 cites W2007357498 @default.
• W2620248872 cites W2010176468 @default.
• W2620248872 cites W2019033073 @default.
• W2620248872 cites W2030363461 @default.
• W2620248872 cites W2031366169 @default.
• W2620248872 cites W2032020700 @default.
• W2620248872 cites W2034374916 @default.
• W2620248872 cites W2040564044 @default.
• W2620248872 cites W2051116156 @default.
• W2620248872 cites W2052115917 @default.
• W2620248872 cites W2055855178 @default.
• W2620248872 cites W2065322714 @default.
• W2620248872 cites W2087528369 @default.
• W2620248872 cites W2094611346 @default.
• W2620248872 cites W2094859983 @default.
• W2620248872 cites W2095074627 @default.
• W2620248872 cites W2101920731 @default.
• W2620248872 cites W2127172809 @default.
• W2620248872 cites W2137947959 @default.
• W2620248872 cites W2139566338 @default.
• W2620248872 cites W2149591362 @default.
• W2620248872 cites W2160694327 @default.
• W2620248872 cites W2166028204 @default.
• W2620248872 cites W2168454778 @default.
• W2620248872 cites W2168747298 @default.
• W2620248872 cites W2209453908 @default.
• W2620248872 cites W2241228451 @default.
• W2620248872 cites W2303474666 @default.
• W2620248872 cites W2342204193 @default.
• W2620248872 cites W2526065545 @default.
• W2620248872 doi "https://doi.org/10.1016/j.asoc.2017.04.050" @default.
• W2620248872 hasPublicationYear "2017" @default.
• W2620248872 type Work @default.
• W2620248872 sameAs 2620248872 @default.
• W2620248872 citedByCount "66" @default.
• W2620248872 countsByYear W26202488722018 @default.
• W2620248872 countsByYear W26202488722019 @default.
• W2620248872 countsByYear W26202488722020 @default.
• W2620248872 countsByYear W26202488722021 @default.
• W2620248872 countsByYear W26202488722022 @default.
• W2620248872 countsByYear W26202488722023 @default.
• W2620248872 crossrefType "journal-article" @default.
• W2620248872 hasAuthorship W2620248872A5032396875 @default.
• W2620248872 hasAuthorship W2620248872A5073282655 @default.
• W2620248872 hasAuthorship W2620248872A5082645885 @default.
• W2620248872 hasConcept C113138325 @default.
• W2620248872 hasConcept C11413529 @default.
• W2620248872 hasConcept C122357587 @default.
• W2620248872 hasConcept C126255220 @default.
• W2620248872 hasConcept C137836250 @default.
• W2620248872 hasConcept C14036430 @default.
• W2620248872 hasConcept C33923547 @default.
• W2620248872 hasConcept C41008148 @default.
• W2620248872 hasConcept C48372109 @default.
• W2620248872 hasConcept C78458016 @default.
• W2620248872 hasConcept C86803240 @default.
• W2620248872 hasConcept C92995354 @default.
• W2620248872 hasConcept C94375191 @default.
• W2620248872 hasConceptScore W2620248872C113138325 @default.
• W2620248872 hasConceptScore W2620248872C11413529 @default.
• W2620248872 hasConceptScore W2620248872C122357587 @default.
• W2620248872 hasConceptScore W2620248872C126255220 @default.
• W2620248872 hasConceptScore W2620248872C137836250 @default.
• W2620248872 hasConceptScore W2620248872C14036430 @default.
• W2620248872 hasConceptScore W2620248872C33923547 @default.
• W2620248872 hasConceptScore W2620248872C41008148 @default.
• W2620248872 hasConceptScore W2620248872C48372109 @default.
• W2620248872 hasConceptScore W2620248872C78458016 @default.
• W2620248872 hasConceptScore W2620248872C86803240 @default.
• W2620248872 hasConceptScore W2620248872C92995354 @default.
• W2620248872 hasConceptScore W2620248872C94375191 @default.
• W2620248872 hasLocation W26202488721 @default.
• W2620248872 hasOpenAccess W2620248872 @default.
• W2620248872 hasPrimaryLocation W26202488721 @default.
• W2620248872 hasRelatedWork W2353523849 @default.
• W2620248872 hasRelatedWork W2385298087 @default.
• W2620248872 hasRelatedWork W2557644665 @default.
• W2620248872 hasRelatedWork W2896890876 @default.
• W2620248872 hasRelatedWork W4206917827 @default.
• W2620248872 hasRelatedWork W4255006213 @default.
• W2620248872 hasRelatedWork W4309490307 @default.
• W2620248872 hasRelatedWork W4375949242 @default.
• W2620248872 hasRelatedWork W2124446612 @default.
• W2620248872 hasRelatedWork W308707143 @default.
• W2620248872 hasVolume "59" @default.
• W2620248872 isParatext "false" @default.

• next