Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384346871> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4384346871 endingPage "22482" @default.
- W4384346871 startingPage "22447" @default.
- W4384346871 abstract "<abstract> <p>Discrete Hopfield Neural Network is widely used in solving various optimization problems and logic mining. Boolean algebras are used to govern the Discrete Hopfield Neural Network to produce final neuron states that possess a global minimum energy solution. Non-systematic satisfiability logic is popular due to the flexibility that it provides to the logical structure compared to systematic satisfiability. Hence, this study proposed a non-systematic majority logic named Major 3 Satisfiability logic that will be embedded in the Discrete Hopfield Neural Network. The model will be integrated with an evolutionary algorithm which is the multi-objective Election Algorithm in the training phase to increase the optimality of the learning process of the model. Higher content addressable memory is proposed rather than one to extend the measure of this work capability. The model will be compared with different order logical combinations $ k = mathrm{3, 2} $, $ k = mathrm{3, 2}, 1 $ and $ k = mathrm{3, 1} $. The performance of those logical combinations will be measured by Mean Absolute Error, Global Minimum Energy, Total Neuron Variation, Jaccard Similarity Index and Gower and Legendre Similarity Index. The results show that $ k = mathrm{3, 2} $ has the best overall performance due to its advantage of having the highest chances for the clauses to be satisfied and the absence of the first-order logic. Since it is also a non-systematic logical structure, it gains the highest diversity value during the learning phase.</p> </abstract>" @default.
- W4384346871 created "2023-07-15" @default.
- W4384346871 creator A5027687642 @default.
- W4384346871 creator A5028850198 @default.
- W4384346871 creator A5058046014 @default.
- W4384346871 creator A5092473332 @default.
- W4384346871 date "2023-01-01" @default.
- W4384346871 modified "2023-09-25" @default.
- W4384346871 title "Major 3 Satisfiability logic in Discrete Hopfield Neural Network integrated with multi-objective Election Algorithm" @default.
- W4384346871 cites W1460294274 @default.
- W4384346871 cites W1597286183 @default.
- W4384346871 cites W2023247028 @default.
- W4384346871 cites W2023367191 @default.
- W4384346871 cites W2072462334 @default.
- W4384346871 cites W2745289284 @default.
- W4384346871 cites W3010097613 @default.
- W4384346871 cites W3015103190 @default.
- W4384346871 cites W3022241602 @default.
- W4384346871 cites W3023975193 @default.
- W4384346871 cites W3024048126 @default.
- W4384346871 cites W3031946898 @default.
- W4384346871 cites W3112880927 @default.
- W4384346871 cites W3113931315 @default.
- W4384346871 cites W3119051141 @default.
- W4384346871 cites W3140473065 @default.
- W4384346871 cites W3170941844 @default.
- W4384346871 cites W3186901041 @default.
- W4384346871 cites W3202003038 @default.
- W4384346871 cites W3202803751 @default.
- W4384346871 cites W4221101703 @default.
- W4384346871 cites W4226438888 @default.
- W4384346871 cites W4282590857 @default.
- W4384346871 cites W4283385861 @default.
- W4384346871 cites W4293385784 @default.
- W4384346871 cites W4309598622 @default.
- W4384346871 cites W4313529556 @default.
- W4384346871 cites W4317567565 @default.
- W4384346871 cites W4317623066 @default.
- W4384346871 cites W4318831034 @default.
- W4384346871 cites W4319347976 @default.
- W4384346871 cites W4320515763 @default.
- W4384346871 doi "https://doi.org/10.3934/math.20231145" @default.
- W4384346871 hasPublicationYear "2023" @default.
- W4384346871 type Work @default.
- W4384346871 citedByCount "0" @default.
- W4384346871 crossrefType "journal-article" @default.
- W4384346871 hasAuthorship W4384346871A5027687642 @default.
- W4384346871 hasAuthorship W4384346871A5028850198 @default.
- W4384346871 hasAuthorship W4384346871A5058046014 @default.
- W4384346871 hasAuthorship W4384346871A5092473332 @default.
- W4384346871 hasBestOaLocation W43843468711 @default.
- W4384346871 hasConcept C11413529 @default.
- W4384346871 hasConcept C118615104 @default.
- W4384346871 hasConcept C153180895 @default.
- W4384346871 hasConcept C154945302 @default.
- W4384346871 hasConcept C168773769 @default.
- W4384346871 hasConcept C203519979 @default.
- W4384346871 hasConcept C33923547 @default.
- W4384346871 hasConcept C41008148 @default.
- W4384346871 hasConcept C46421273 @default.
- W4384346871 hasConcept C50644808 @default.
- W4384346871 hasConcept C6943359 @default.
- W4384346871 hasConcept C80444323 @default.
- W4384346871 hasConceptScore W4384346871C11413529 @default.
- W4384346871 hasConceptScore W4384346871C118615104 @default.
- W4384346871 hasConceptScore W4384346871C153180895 @default.
- W4384346871 hasConceptScore W4384346871C154945302 @default.
- W4384346871 hasConceptScore W4384346871C168773769 @default.
- W4384346871 hasConceptScore W4384346871C203519979 @default.
- W4384346871 hasConceptScore W4384346871C33923547 @default.
- W4384346871 hasConceptScore W4384346871C41008148 @default.
- W4384346871 hasConceptScore W4384346871C46421273 @default.
- W4384346871 hasConceptScore W4384346871C50644808 @default.
- W4384346871 hasConceptScore W4384346871C6943359 @default.
- W4384346871 hasConceptScore W4384346871C80444323 @default.
- W4384346871 hasIssue "9" @default.
- W4384346871 hasLocation W43843468711 @default.
- W4384346871 hasOpenAccess W4384346871 @default.
- W4384346871 hasPrimaryLocation W43843468711 @default.
- W4384346871 hasRelatedWork W1568496597 @default.
- W4384346871 hasRelatedWork W1998688823 @default.
- W4384346871 hasRelatedWork W2054160878 @default.
- W4384346871 hasRelatedWork W2117005051 @default.
- W4384346871 hasRelatedWork W2127594621 @default.
- W4384346871 hasRelatedWork W2212155158 @default.
- W4384346871 hasRelatedWork W2404668260 @default.
- W4384346871 hasRelatedWork W3092016156 @default.
- W4384346871 hasRelatedWork W4384346871 @default.
- W4384346871 hasRelatedWork W2480714386 @default.
- W4384346871 hasVolume "8" @default.
- W4384346871 isParatext "false" @default.
- W4384346871 isRetracted "false" @default.
- W4384346871 workType "article" @default.