Matches in SemOpenAlex for { <https://semopenalex.org/work/W4299651488> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4299651488 abstract "Drift analysis is one of the state-of-the-art techniques for the runtime analysis of randomized search heuristics (RSHs) such as evolutionary algorithms (EAs), simulated annealing etc. The vast majority of existing drift theorems yield bounds on the expected value of the hitting time for a target state, e.g., the set of optimal solutions, without making additional statements on the distribution of this time. We address this lack by providing a general drift theorem that includes bounds on the upper and lower tail of the hitting time distribution. The new tail bounds are applied to prove very precise sharp-concentration results on the running time of a simple EA on standard benchmark problems, including the class of general linear functions. Surprisingly, the probability of deviating by an $r$-factor in lower order terms of the expected time decreases exponentially with $r$ on all these problems. The usefulness of the theorem outside the theory of RSHs is demonstrated by deriving tail bounds on the number of cycles in random permutations. All these results handle a position-dependent (variable) drift that was not covered by previous drift theorems with tail bounds. Moreover, our theorem can be specialized into virtually all existing drift theorems with drift towards the target from the literature. Finally, user-friendly specializations of the general drift theorem are given." @default.
- W4299651488 created "2022-10-02" @default.
- W4299651488 creator A5026427521 @default.
- W4299651488 creator A5038689623 @default.
- W4299651488 date "2013-07-09" @default.
- W4299651488 modified "2023-09-27" @default.
- W4299651488 title "General Drift Analysis with Tail Bounds" @default.
- W4299651488 doi "https://doi.org/10.48550/arxiv.1307.2559" @default.
- W4299651488 hasPublicationYear "2013" @default.
- W4299651488 type Work @default.
- W4299651488 citedByCount "1" @default.
- W4299651488 countsByYear W42996514882023 @default.
- W4299651488 crossrefType "posted-content" @default.
- W4299651488 hasAuthorship W4299651488A5026427521 @default.
- W4299651488 hasAuthorship W4299651488A5038689623 @default.
- W4299651488 hasBestOaLocation W42996514881 @default.
- W4299651488 hasConcept C105795698 @default.
- W4299651488 hasConcept C111472728 @default.
- W4299651488 hasConcept C118615104 @default.
- W4299651488 hasConcept C126255220 @default.
- W4299651488 hasConcept C127705205 @default.
- W4299651488 hasConcept C13280743 @default.
- W4299651488 hasConcept C134306372 @default.
- W4299651488 hasConcept C138885662 @default.
- W4299651488 hasConcept C185798385 @default.
- W4299651488 hasConcept C199277547 @default.
- W4299651488 hasConcept C205649164 @default.
- W4299651488 hasConcept C2780586882 @default.
- W4299651488 hasConcept C28826006 @default.
- W4299651488 hasConcept C33923547 @default.
- W4299651488 hasConcept C50479213 @default.
- W4299651488 hasConcept C77553402 @default.
- W4299651488 hasConceptScore W4299651488C105795698 @default.
- W4299651488 hasConceptScore W4299651488C111472728 @default.
- W4299651488 hasConceptScore W4299651488C118615104 @default.
- W4299651488 hasConceptScore W4299651488C126255220 @default.
- W4299651488 hasConceptScore W4299651488C127705205 @default.
- W4299651488 hasConceptScore W4299651488C13280743 @default.
- W4299651488 hasConceptScore W4299651488C134306372 @default.
- W4299651488 hasConceptScore W4299651488C138885662 @default.
- W4299651488 hasConceptScore W4299651488C185798385 @default.
- W4299651488 hasConceptScore W4299651488C199277547 @default.
- W4299651488 hasConceptScore W4299651488C205649164 @default.
- W4299651488 hasConceptScore W4299651488C2780586882 @default.
- W4299651488 hasConceptScore W4299651488C28826006 @default.
- W4299651488 hasConceptScore W4299651488C33923547 @default.
- W4299651488 hasConceptScore W4299651488C50479213 @default.
- W4299651488 hasConceptScore W4299651488C77553402 @default.
- W4299651488 hasLocation W42996514881 @default.
- W4299651488 hasOpenAccess W4299651488 @default.
- W4299651488 hasPrimaryLocation W42996514881 @default.
- W4299651488 hasRelatedWork W1985012061 @default.
- W4299651488 hasRelatedWork W2127518758 @default.
- W4299651488 hasRelatedWork W2136258730 @default.
- W4299651488 hasRelatedWork W2141800752 @default.
- W4299651488 hasRelatedWork W2143603696 @default.
- W4299651488 hasRelatedWork W2164934014 @default.
- W4299651488 hasRelatedWork W2957530701 @default.
- W4299651488 hasRelatedWork W3050209628 @default.
- W4299651488 hasRelatedWork W4323650391 @default.
- W4299651488 hasRelatedWork W1977304944 @default.
- W4299651488 isParatext "false" @default.
- W4299651488 isRetracted "false" @default.
- W4299651488 workType "article" @default.