FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2131422526> ?p ?o ?g. }

• W2131422526 endingPage "67" @default.
• W2131422526 startingPage "37" @default.
• W2131422526 abstract "We describe a novel hyper-heuristic system that continuously learns over time to solve a combinatorial optimisation problem. The system continuously generates new heuristics and samples problems from its environment; and representative problems and heuristics are incorporated into a self-sustaining network of interacting entities inspired by methods in artificial immune systems. The network is plastic in both its structure and content, leading to the following properties: it exploits existing knowledge captured in the network to rapidly produce solutions; it can adapt to new problems with widely differing characteristics; and it is capable of generalising over the problem space. The system is tested on a large corpus of 3,968 new instances of 1D bin-packing problems as well as on 1,370 existing problems from the literature; it shows excellent performance in terms of the quality of solutions obtained across the datasets and in adapting to dynamically changing sets of problem instances compared to previous approaches. As the network self-adapts to sustain a minimal repertoire of both problems and heuristics that form a representative map of the problem space, the system is further shown to be computationally efficient and therefore scalable." @default.
• W2131422526 created "2016-06-24" @default.
• W2131422526 creator A5006992974 @default.
• W2131422526 creator A5015586991 @default.
• W2131422526 creator A5059180650 @default.
• W2131422526 date "2015-03-01" @default.
• W2131422526 modified "2023-09-26" @default.
• W2131422526 title "A Lifelong Learning Hyper-heuristic Method for Bin Packing" @default.
• W2131422526 cites W1504056704 @default.
• W2131422526 cites W1505683126 @default.
• W2131422526 cites W1527172735 @default.
• W2131422526 cites W1536647479 @default.
• W2131422526 cites W1540481058 @default.
• W2131422526 cites W1543543863 @default.
• W2131422526 cites W1547788791 @default.
• W2131422526 cites W1668207500 @default.
• W2131422526 cites W1789156271 @default.
• W2131422526 cites W1814515812 @default.
• W2131422526 cites W1820078070 @default.
• W2131422526 cites W1967428069 @default.
• W2131422526 cites W197747737 @default.
• W2131422526 cites W1977638894 @default.
• W2131422526 cites W199153045 @default.
• W2131422526 cites W2001514005 @default.
• W2131422526 cites W2009363335 @default.
• W2131422526 cites W2013067314 @default.
• W2131422526 cites W2026524380 @default.
• W2131422526 cites W2058653357 @default.
• W2131422526 cites W2065329645 @default.
• W2131422526 cites W2097006520 @default.
• W2131422526 cites W2110218658 @default.
• W2131422526 cites W2117082171 @default.
• W2131422526 cites W2132592694 @default.
• W2131422526 cites W2137654273 @default.
• W2131422526 cites W2140003718 @default.
• W2131422526 cites W2140832539 @default.
• W2131422526 cites W2150336375 @default.
• W2131422526 cites W2152382740 @default.
• W2131422526 cites W2152709940 @default.
• W2131422526 cites W2155312717 @default.
• W2131422526 cites W2155434512 @default.
• W2131422526 cites W2162155330 @default.
• W2131422526 cites W2171341281 @default.
• W2131422526 cites W26704448 @default.
• W2131422526 cites W3022839551 @default.
• W2131422526 cites W4232872328 @default.
• W2131422526 cites W4249571003 @default.
• W2131422526 doi "https://doi.org/10.1162/evco_a_00121" @default.
• W2131422526 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/24512321" @default.
• W2131422526 hasPublicationYear "2015" @default.
• W2131422526 type Work @default.
• W2131422526 sameAs 2131422526 @default.
• W2131422526 citedByCount "61" @default.
• W2131422526 countsByYear W21314225262014 @default.
• W2131422526 countsByYear W21314225262015 @default.
• W2131422526 countsByYear W21314225262016 @default.
• W2131422526 countsByYear W21314225262017 @default.
• W2131422526 countsByYear W21314225262018 @default.
• W2131422526 countsByYear W21314225262019 @default.
• W2131422526 countsByYear W21314225262020 @default.
• W2131422526 countsByYear W21314225262021 @default.
• W2131422526 countsByYear W21314225262022 @default.
• W2131422526 countsByYear W21314225262023 @default.
• W2131422526 crossrefType "journal-article" @default.
• W2131422526 hasAuthorship W2131422526A5006992974 @default.
• W2131422526 hasAuthorship W2131422526A5015586991 @default.
• W2131422526 hasAuthorship W2131422526A5059180650 @default.
• W2131422526 hasBestOaLocation W21314225262 @default.
• W2131422526 hasConcept C111919701 @default.
• W2131422526 hasConcept C11413529 @default.
• W2131422526 hasConcept C126255220 @default.
• W2131422526 hasConcept C127705205 @default.
• W2131422526 hasConcept C130253271 @default.
• W2131422526 hasConcept C154945302 @default.
• W2131422526 hasConcept C156273044 @default.
• W2131422526 hasConcept C165696696 @default.
• W2131422526 hasConcept C173801870 @default.
• W2131422526 hasConcept C33923547 @default.
• W2131422526 hasConcept C38652104 @default.
• W2131422526 hasConcept C41008148 @default.
• W2131422526 hasConcept C48044578 @default.
• W2131422526 hasConcept C77088390 @default.
• W2131422526 hasConcept C80444323 @default.
• W2131422526 hasConcept C87219788 @default.
• W2131422526 hasConceptScore W2131422526C111919701 @default.
• W2131422526 hasConceptScore W2131422526C11413529 @default.
• W2131422526 hasConceptScore W2131422526C126255220 @default.
• W2131422526 hasConceptScore W2131422526C127705205 @default.
• W2131422526 hasConceptScore W2131422526C130253271 @default.
• W2131422526 hasConceptScore W2131422526C154945302 @default.
• W2131422526 hasConceptScore W2131422526C156273044 @default.
• W2131422526 hasConceptScore W2131422526C165696696 @default.
• W2131422526 hasConceptScore W2131422526C173801870 @default.
• W2131422526 hasConceptScore W2131422526C33923547 @default.
• W2131422526 hasConceptScore W2131422526C38652104 @default.
• W2131422526 hasConceptScore W2131422526C41008148 @default.
• W2131422526 hasConceptScore W2131422526C48044578 @default.
• W2131422526 hasConceptScore W2131422526C77088390 @default.

• next