Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385819963> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4385819963 endingPage "1" @default.
- W4385819963 startingPage "1" @default.
- W4385819963 abstract "Mobile crowdsourcing is a new computing paradigm that enables outsourcing computation tasks to mobile crowd nodes by means of offloading the tasks from the user to a mobile edge computing (MEC) server. This paper studies the problem of scheduling security-critical tasks of crowdsourcing applications in a multi-server MEC environment. We formulate this scheduling problem as an integer program and propose a family of convergent grey wolf optimizer (CGWO) metaheuristic algorithms to seek for the best scheduling solutions. Our proposed CGWO uses a task permutation to represent a candidate solution to the formulated scheduling problem, and employs a probability-based mapping scheme to map each search agent in grey wolf optimizer (GWO) onto a valid task permutation. We introduce a new position update strategy for generating the next generation of grey wolf population after each round of search. With this strategy, we prove our proposed CGWO guarantees its convergence to the global best solution. More importantly, we provide a thorough analysis on the movement trajectories of grey wolves during the evolutionary procedure, in order to determine appropriate parameter values such that CGWO would not be trapped in local optima. Experimental results justify the superiority of CGWO metaheuristics over the standard GWO in solving the crowdsourcing task scheduling problem." @default.
- W4385819963 created "2023-08-15" @default.
- W4385819963 creator A5016173612 @default.
- W4385819963 creator A5016645765 @default.
- W4385819963 creator A5065355770 @default.
- W4385819963 creator A5072447342 @default.
- W4385819963 date "2023-01-01" @default.
- W4385819963 modified "2023-10-18" @default.
- W4385819963 title "Convergent Grey Wolf Optimizer Metaheuristics for Scheduling Crowdsourcing Applications in Mobile Edge Computing" @default.
- W4385819963 doi "https://doi.org/10.1109/jiot.2023.3304909" @default.
- W4385819963 hasPublicationYear "2023" @default.
- W4385819963 type Work @default.
- W4385819963 citedByCount "0" @default.
- W4385819963 crossrefType "journal-article" @default.
- W4385819963 hasAuthorship W4385819963A5016173612 @default.
- W4385819963 hasAuthorship W4385819963A5016645765 @default.
- W4385819963 hasAuthorship W4385819963A5065355770 @default.
- W4385819963 hasAuthorship W4385819963A5072447342 @default.
- W4385819963 hasConcept C109718341 @default.
- W4385819963 hasConcept C11413529 @default.
- W4385819963 hasConcept C120314980 @default.
- W4385819963 hasConcept C126255220 @default.
- W4385819963 hasConcept C136764020 @default.
- W4385819963 hasConcept C154945302 @default.
- W4385819963 hasConcept C162307627 @default.
- W4385819963 hasConcept C206729178 @default.
- W4385819963 hasConcept C24858836 @default.
- W4385819963 hasConcept C2776061582 @default.
- W4385819963 hasConcept C31258907 @default.
- W4385819963 hasConcept C33923547 @default.
- W4385819963 hasConcept C41008148 @default.
- W4385819963 hasConcept C55416958 @default.
- W4385819963 hasConcept C62230096 @default.
- W4385819963 hasConcept C74172769 @default.
- W4385819963 hasConceptScore W4385819963C109718341 @default.
- W4385819963 hasConceptScore W4385819963C11413529 @default.
- W4385819963 hasConceptScore W4385819963C120314980 @default.
- W4385819963 hasConceptScore W4385819963C126255220 @default.
- W4385819963 hasConceptScore W4385819963C136764020 @default.
- W4385819963 hasConceptScore W4385819963C154945302 @default.
- W4385819963 hasConceptScore W4385819963C162307627 @default.
- W4385819963 hasConceptScore W4385819963C206729178 @default.
- W4385819963 hasConceptScore W4385819963C24858836 @default.
- W4385819963 hasConceptScore W4385819963C2776061582 @default.
- W4385819963 hasConceptScore W4385819963C31258907 @default.
- W4385819963 hasConceptScore W4385819963C33923547 @default.
- W4385819963 hasConceptScore W4385819963C41008148 @default.
- W4385819963 hasConceptScore W4385819963C55416958 @default.
- W4385819963 hasConceptScore W4385819963C62230096 @default.
- W4385819963 hasConceptScore W4385819963C74172769 @default.
- W4385819963 hasFunder F4320321001 @default.
- W4385819963 hasFunder F4320327777 @default.
- W4385819963 hasLocation W43858199631 @default.
- W4385819963 hasOpenAccess W4385819963 @default.
- W4385819963 hasPrimaryLocation W43858199631 @default.
- W4385819963 hasRelatedWork W1882733036 @default.
- W4385819963 hasRelatedWork W1992741870 @default.
- W4385819963 hasRelatedWork W2014763284 @default.
- W4385819963 hasRelatedWork W2109998134 @default.
- W4385819963 hasRelatedWork W2160425906 @default.
- W4385819963 hasRelatedWork W2314469538 @default.
- W4385819963 hasRelatedWork W2546696010 @default.
- W4385819963 hasRelatedWork W3118429120 @default.
- W4385819963 hasRelatedWork W4200341649 @default.
- W4385819963 hasRelatedWork W4229038885 @default.
- W4385819963 isParatext "false" @default.
- W4385819963 isRetracted "false" @default.
- W4385819963 workType "article" @default.