FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W761449304> ?p ?o ?g. }

• W761449304 abstract "Modularizing a large optimization problem so that the solutions to the subproblems provide a good overall solution is a challenging problem. In this paper we present a multi-agent approach to this problem based on aligning the agent objectives with the system objectives, obviating the need to impose external mechanisms to achieve collaboration among the agents. This approach naturally addresses scaling and robustness issues by ensuring that the agents do not rely on the reliable operation of other agents We test this approach in the difficult distributed optimization problem of imperfect device subset selection [Challet and Johnson, 2002]. In this problem, there are n devices, each of which has a distortion, and the task is to find the subset of those n devices that minimizes the average distortion. Our results show that in large systems (1000 agents) the proposed approach provides improvements of over an order of magnitude over both traditional optimization methods and traditional multi-agent methods. Furthermore, the results show that even in extreme cases of agent failures (i.e., half the agents fail midway through the simulation) the system remains coordinated and still outperforms a failure-free and centralized optimization algorithm." @default.
• W761449304 created "2016-06-24" @default.
• W761449304 creator A5084748531 @default.
• W761449304 date "2005-01-01" @default.
• W761449304 modified "2023-09-26" @default.
• W761449304 title "A Scalable and Robust Multi-Agent Approach to Distributed Optimization" @default.
• W761449304 cites W1513468570 @default.
• W761449304 cites W1521003796 @default.
• W761449304 cites W1536258751 @default.
• W761449304 cites W1542941925 @default.
• W761449304 cites W1554015367 @default.
• W761449304 cites W1589901344 @default.
• W761449304 cites W1657704689 @default.
• W761449304 cites W1810678387 @default.
• W761449304 cites W1856263053 @default.
• W761449304 cites W1964167056 @default.
• W761449304 cites W2011039300 @default.
• W761449304 cites W2057597669 @default.
• W761449304 cites W2063305480 @default.
• W761449304 cites W2097916157 @default.
• W761449304 cites W2098877483 @default.
• W761449304 cites W2113998737 @default.
• W761449304 cites W2118993621 @default.
• W761449304 cites W2121863487 @default.
• W761449304 cites W2142839172 @default.
• W761449304 cites W2147492008 @default.
• W761449304 cites W2161061197 @default.
• W761449304 cites W2171863654 @default.
• W761449304 hasPublicationYear "2005" @default.
• W761449304 type Work @default.
• W761449304 sameAs 761449304 @default.
• W761449304 citedByCount "0" @default.
• W761449304 crossrefType "journal-article" @default.
• W761449304 hasAuthorship W761449304A5084748531 @default.
• W761449304 hasConcept C104317684 @default.
• W761449304 hasConcept C11413529 @default.
• W761449304 hasConcept C120314980 @default.
• W761449304 hasConcept C126255220 @default.
• W761449304 hasConcept C127413603 @default.
• W761449304 hasConcept C137836250 @default.
• W761449304 hasConcept C138885662 @default.
• W761449304 hasConcept C154945302 @default.
• W761449304 hasConcept C185592680 @default.
• W761449304 hasConcept C201995342 @default.
• W761449304 hasConcept C2780310539 @default.
• W761449304 hasConcept C2780451532 @default.
• W761449304 hasConcept C33923547 @default.
• W761449304 hasConcept C41008148 @default.
• W761449304 hasConcept C41550386 @default.
• W761449304 hasConcept C41895202 @default.
• W761449304 hasConcept C48044578 @default.
• W761449304 hasConcept C55493867 @default.
• W761449304 hasConcept C63479239 @default.
• W761449304 hasConcept C77088390 @default.
• W761449304 hasConceptScore W761449304C104317684 @default.
• W761449304 hasConceptScore W761449304C11413529 @default.
• W761449304 hasConceptScore W761449304C120314980 @default.
• W761449304 hasConceptScore W761449304C126255220 @default.
• W761449304 hasConceptScore W761449304C127413603 @default.
• W761449304 hasConceptScore W761449304C137836250 @default.
• W761449304 hasConceptScore W761449304C138885662 @default.
• W761449304 hasConceptScore W761449304C154945302 @default.
• W761449304 hasConceptScore W761449304C185592680 @default.
• W761449304 hasConceptScore W761449304C201995342 @default.
• W761449304 hasConceptScore W761449304C2780310539 @default.
• W761449304 hasConceptScore W761449304C2780451532 @default.
• W761449304 hasConceptScore W761449304C33923547 @default.
• W761449304 hasConceptScore W761449304C41008148 @default.
• W761449304 hasConceptScore W761449304C41550386 @default.
• W761449304 hasConceptScore W761449304C41895202 @default.
• W761449304 hasConceptScore W761449304C48044578 @default.
• W761449304 hasConceptScore W761449304C55493867 @default.
• W761449304 hasConceptScore W761449304C63479239 @default.
• W761449304 hasConceptScore W761449304C77088390 @default.
• W761449304 hasLocation W7614493041 @default.
• W761449304 hasOpenAccess W761449304 @default.
• W761449304 hasPrimaryLocation W7614493041 @default.
• W761449304 hasRelatedWork W1490577513 @default.
• W761449304 hasRelatedWork W1654369590 @default.
• W761449304 hasRelatedWork W1939916416 @default.
• W761449304 hasRelatedWork W1984957098 @default.
• W761449304 hasRelatedWork W1985478266 @default.
• W761449304 hasRelatedWork W1991211101 @default.
• W761449304 hasRelatedWork W2013335656 @default.
• W761449304 hasRelatedWork W2053837444 @default.
• W761449304 hasRelatedWork W2091598596 @default.
• W761449304 hasRelatedWork W2109045386 @default.
• W761449304 hasRelatedWork W2111476466 @default.
• W761449304 hasRelatedWork W2162833389 @default.
• W761449304 hasRelatedWork W2288024890 @default.
• W761449304 hasRelatedWork W2394995449 @default.
• W761449304 hasRelatedWork W2508650754 @default.
• W761449304 hasRelatedWork W3009175151 @default.
• W761449304 hasRelatedWork W3010059437 @default.
• W761449304 hasRelatedWork W3010948243 @default.
• W761449304 hasRelatedWork W3119592554 @default.
• W761449304 hasRelatedWork W2187459482 @default.
• W761449304 isParatext "false" @default.
• W761449304 isRetracted "false" @default.
• W761449304 magId "761449304" @default.

• next