Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387223918> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4387223918 abstract "Genetic Algorithms (GAs) are known for their efficiency in solving combinatorial optimization problems, thanks to their ability to explore diverse solution spaces, handle various representations, exploit parallelism, preserve good solutions, adapt to changing dynamics, handle combinatorial diversity, and provide heuristic search. However, limitations such as premature convergence, lack of problem-specific knowledge, and randomness of crossover and mutation operators make GAs generally inefficient in finding an optimal solution. To address these limitations, this paper proposes a new metaheuristic algorithm called the Genetic Engineering Algorithm (GEA) that draws inspiration from genetic engineering concepts. GEA redesigns the traditional GA while incorporating new search methods to isolate, purify, insert, and express new genes based on existing ones, leading to the emergence of desired traits and the production of specific chromosomes based on the selected genes. Comparative evaluations against state-of-the-art algorithms on benchmark instances demonstrate the superior performance of GEA, showcasing its potential as an innovative and efficient solution for combinatorial optimization problems." @default.
- W4387223918 created "2023-10-01" @default.
- W4387223918 creator A5003355747 @default.
- W4387223918 creator A5012367531 @default.
- W4387223918 creator A5079702368 @default.
- W4387223918 date "2023-09-28" @default.
- W4387223918 modified "2023-10-01" @default.
- W4387223918 title "Genetic Engineering Algorithm (GEA): An Efficient Metaheuristic Algorithm for Solving Combinatorial Optimization Problems" @default.
- W4387223918 doi "https://doi.org/10.48550/arxiv.2309.16413" @default.
- W4387223918 hasPublicationYear "2023" @default.
- W4387223918 type Work @default.
- W4387223918 citedByCount "0" @default.
- W4387223918 crossrefType "posted-content" @default.
- W4387223918 hasAuthorship W4387223918A5003355747 @default.
- W4387223918 hasAuthorship W4387223918A5012367531 @default.
- W4387223918 hasAuthorship W4387223918A5079702368 @default.
- W4387223918 hasBestOaLocation W43872239181 @default.
- W4387223918 hasConcept C105795698 @default.
- W4387223918 hasConcept C109718341 @default.
- W4387223918 hasConcept C11413529 @default.
- W4387223918 hasConcept C122507166 @default.
- W4387223918 hasConcept C125112378 @default.
- W4387223918 hasConcept C126255220 @default.
- W4387223918 hasConcept C13280743 @default.
- W4387223918 hasConcept C154945302 @default.
- W4387223918 hasConcept C161164918 @default.
- W4387223918 hasConcept C162324750 @default.
- W4387223918 hasConcept C165696696 @default.
- W4387223918 hasConcept C173801870 @default.
- W4387223918 hasConcept C185798385 @default.
- W4387223918 hasConcept C205649164 @default.
- W4387223918 hasConcept C2777303404 @default.
- W4387223918 hasConcept C33923547 @default.
- W4387223918 hasConcept C38652104 @default.
- W4387223918 hasConcept C41008148 @default.
- W4387223918 hasConcept C4935549 @default.
- W4387223918 hasConcept C50522688 @default.
- W4387223918 hasConcept C52692508 @default.
- W4387223918 hasConcept C58758708 @default.
- W4387223918 hasConcept C8880873 @default.
- W4387223918 hasConceptScore W4387223918C105795698 @default.
- W4387223918 hasConceptScore W4387223918C109718341 @default.
- W4387223918 hasConceptScore W4387223918C11413529 @default.
- W4387223918 hasConceptScore W4387223918C122507166 @default.
- W4387223918 hasConceptScore W4387223918C125112378 @default.
- W4387223918 hasConceptScore W4387223918C126255220 @default.
- W4387223918 hasConceptScore W4387223918C13280743 @default.
- W4387223918 hasConceptScore W4387223918C154945302 @default.
- W4387223918 hasConceptScore W4387223918C161164918 @default.
- W4387223918 hasConceptScore W4387223918C162324750 @default.
- W4387223918 hasConceptScore W4387223918C165696696 @default.
- W4387223918 hasConceptScore W4387223918C173801870 @default.
- W4387223918 hasConceptScore W4387223918C185798385 @default.
- W4387223918 hasConceptScore W4387223918C205649164 @default.
- W4387223918 hasConceptScore W4387223918C2777303404 @default.
- W4387223918 hasConceptScore W4387223918C33923547 @default.
- W4387223918 hasConceptScore W4387223918C38652104 @default.
- W4387223918 hasConceptScore W4387223918C41008148 @default.
- W4387223918 hasConceptScore W4387223918C4935549 @default.
- W4387223918 hasConceptScore W4387223918C50522688 @default.
- W4387223918 hasConceptScore W4387223918C52692508 @default.
- W4387223918 hasConceptScore W4387223918C58758708 @default.
- W4387223918 hasConceptScore W4387223918C8880873 @default.
- W4387223918 hasLocation W43872239181 @default.
- W4387223918 hasOpenAccess W4387223918 @default.
- W4387223918 hasPrimaryLocation W43872239181 @default.
- W4387223918 hasRelatedWork W2126939445 @default.
- W4387223918 hasRelatedWork W2147600961 @default.
- W4387223918 hasRelatedWork W2349581760 @default.
- W4387223918 hasRelatedWork W2359785378 @default.
- W4387223918 hasRelatedWork W2360949857 @default.
- W4387223918 hasRelatedWork W2379101572 @default.
- W4387223918 hasRelatedWork W2383637417 @default.
- W4387223918 hasRelatedWork W2392511556 @default.
- W4387223918 hasRelatedWork W4387223918 @default.
- W4387223918 hasRelatedWork W929640829 @default.
- W4387223918 isParatext "false" @default.
- W4387223918 isRetracted "false" @default.
- W4387223918 workType "article" @default.