Matches in SemOpenAlex for { <https://semopenalex.org/work/W3200260327> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W3200260327 abstract "This paper studies the Simultaneous Recurrent Neural Network (SRN), a trainable recurrent neural network, as a nonlinear dynamic system operating in relaxation mode for combinatorial optimization. Stability and convergence properties of the SRN dynamics in order to facilitate application of a fixed-point training algorithm are explored. Stability of hypercube corners of the SRN dynamics, which are equilibrium points for high-gain node dynamics and useful entities to represent solutions of combinatorial optimization problems, is examined. A theorem that suggests feasibility of instantiating network weights to establish a given hypercube corner as a stable equilibrium point is proposed. Simulation studies validating the theoretical findings are performed. Theoretical findings and correlating simulation study performed suggests the SRN dynamics operating in relaxation mode possess desirable stability characteristics as a trainable recurrent neural network for addressing combinatorial optimization problems." @default.
- W3200260327 created "2021-09-27" @default.
- W3200260327 creator A5008545575 @default.
- W3200260327 creator A5018680547 @default.
- W3200260327 date "2002-08-01" @default.
- W3200260327 modified "2023-09-23" @default.
- W3200260327 title "Computational Promise of Simultaneous Recurrent Neural Network for Combinatorial Optimization: A Dynamic Systems Perspective" @default.
- W3200260327 hasPublicationYear "2002" @default.
- W3200260327 type Work @default.
- W3200260327 sameAs 3200260327 @default.
- W3200260327 citedByCount "0" @default.
- W3200260327 crossrefType "posted-content" @default.
- W3200260327 hasAuthorship W3200260327A5008545575 @default.
- W3200260327 hasAuthorship W3200260327A5018680547 @default.
- W3200260327 hasConcept C112972136 @default.
- W3200260327 hasConcept C11413529 @default.
- W3200260327 hasConcept C119857082 @default.
- W3200260327 hasConcept C121332964 @default.
- W3200260327 hasConcept C126255220 @default.
- W3200260327 hasConcept C12713177 @default.
- W3200260327 hasConcept C127413603 @default.
- W3200260327 hasConcept C147168706 @default.
- W3200260327 hasConcept C154945302 @default.
- W3200260327 hasConcept C15744967 @default.
- W3200260327 hasConcept C158622935 @default.
- W3200260327 hasConcept C162324750 @default.
- W3200260327 hasConcept C173608175 @default.
- W3200260327 hasConcept C2776029896 @default.
- W3200260327 hasConcept C2777303404 @default.
- W3200260327 hasConcept C33923547 @default.
- W3200260327 hasConcept C41008148 @default.
- W3200260327 hasConcept C50522688 @default.
- W3200260327 hasConcept C50644808 @default.
- W3200260327 hasConcept C50820777 @default.
- W3200260327 hasConcept C52692508 @default.
- W3200260327 hasConcept C62520636 @default.
- W3200260327 hasConcept C62611344 @default.
- W3200260327 hasConcept C66938386 @default.
- W3200260327 hasConcept C77805123 @default.
- W3200260327 hasConcept C94766913 @default.
- W3200260327 hasConceptScore W3200260327C112972136 @default.
- W3200260327 hasConceptScore W3200260327C11413529 @default.
- W3200260327 hasConceptScore W3200260327C119857082 @default.
- W3200260327 hasConceptScore W3200260327C121332964 @default.
- W3200260327 hasConceptScore W3200260327C126255220 @default.
- W3200260327 hasConceptScore W3200260327C12713177 @default.
- W3200260327 hasConceptScore W3200260327C127413603 @default.
- W3200260327 hasConceptScore W3200260327C147168706 @default.
- W3200260327 hasConceptScore W3200260327C154945302 @default.
- W3200260327 hasConceptScore W3200260327C15744967 @default.
- W3200260327 hasConceptScore W3200260327C158622935 @default.
- W3200260327 hasConceptScore W3200260327C162324750 @default.
- W3200260327 hasConceptScore W3200260327C173608175 @default.
- W3200260327 hasConceptScore W3200260327C2776029896 @default.
- W3200260327 hasConceptScore W3200260327C2777303404 @default.
- W3200260327 hasConceptScore W3200260327C33923547 @default.
- W3200260327 hasConceptScore W3200260327C41008148 @default.
- W3200260327 hasConceptScore W3200260327C50522688 @default.
- W3200260327 hasConceptScore W3200260327C50644808 @default.
- W3200260327 hasConceptScore W3200260327C50820777 @default.
- W3200260327 hasConceptScore W3200260327C52692508 @default.
- W3200260327 hasConceptScore W3200260327C62520636 @default.
- W3200260327 hasConceptScore W3200260327C62611344 @default.
- W3200260327 hasConceptScore W3200260327C66938386 @default.
- W3200260327 hasConceptScore W3200260327C77805123 @default.
- W3200260327 hasConceptScore W3200260327C94766913 @default.
- W3200260327 hasOpenAccess W3200260327 @default.
- W3200260327 hasRelatedWork W1480174241 @default.
- W3200260327 hasRelatedWork W1559276166 @default.
- W3200260327 hasRelatedWork W1999142007 @default.
- W3200260327 hasRelatedWork W2023442395 @default.
- W3200260327 hasRelatedWork W2029690626 @default.
- W3200260327 hasRelatedWork W2035104922 @default.
- W3200260327 hasRelatedWork W2131172440 @default.
- W3200260327 hasRelatedWork W2145233657 @default.
- W3200260327 hasRelatedWork W2145975079 @default.
- W3200260327 hasRelatedWork W2146377814 @default.
- W3200260327 hasRelatedWork W2154849658 @default.
- W3200260327 hasRelatedWork W2155886361 @default.
- W3200260327 hasRelatedWork W2168911551 @default.
- W3200260327 hasRelatedWork W2286321882 @default.
- W3200260327 hasRelatedWork W2325799880 @default.
- W3200260327 hasRelatedWork W2365457210 @default.
- W3200260327 hasRelatedWork W2391080378 @default.
- W3200260327 hasRelatedWork W2408275086 @default.
- W3200260327 hasRelatedWork W3093340602 @default.
- W3200260327 hasRelatedWork W347809579 @default.
- W3200260327 isParatext "false" @default.
- W3200260327 isRetracted "false" @default.
- W3200260327 magId "3200260327" @default.
- W3200260327 workType "article" @default.