A comprehensive survey: Swarm-based algorithms

Basit Öğe Kaydı
dc.authorscopusidAmir Seyyedabbasi / 57202833910
dc.authorwosidAmir Seyyedabbasi / HJH-7387-2023
dc.contributor.authorSeyyedabbasi, Amir
dc.date.accessioned2025-04-18T08:17:17Z
dc.date.available2025-04-18T08:17:17Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Yazılım Mühendisliği Bölümü
dc.description.abstractThe swarm-based algorithm is a type of algorithm inspired by natural phenomena. Swarm-based algorithms have been successfully used to solve many Np-hard optimization problems. Swarm-based algorithms have been found to be particularly effective for solving complex optimization problems. In addition to their ability to handle complex and nonlinear search spaces, these algorithms are also constrained by computational complexity and premature convergence. It should be noted, however, that swarm-based algorithms are not suitable for all optimization problems. Several effective strategies have been proposed in order to overcome this limitation, including the hybridization of other algorithms. In addition to its computational complexity, it may not always be the optimal solution to each problem, due to premature convergence and computational complexity. © 2024 Elsevier Inc. All rights reserved.
dc.identifier.citationSeyyedabbasi, A. (2024). A comprehensive survey: Swarm-based algorithms. Decision-Making Models, 85-96.
dc.identifier.doi10.1016/B978-0-443-16147-6.00002-5
dc.identifier.endpage96
dc.identifier.isbn978-044316147-6, 978-044316148-3
dc.identifier.scopus2-s2.0-85202854267
dc.identifier.startpage85
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6539
dc.institutionauthorSeyyedabbasi, Amir
dc.institutionauthoridAmir Seyyedabbasi / 0000-0001-5186-4499
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofDecision-Making Models: A Perspective of Fuzzy Logic and Machine Learning
dc.relation.publicationcategoryKitap Bölümü - Uluslararası
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectConvergence
dc.subjectOptimization Problems
dc.subjectSwarm İntelligence
dc.subjectSwarm-based Algorithm
dc.titleA comprehensive survey: Swarm-based algorithms
dc.typeBook Chapter

Dosyalar

Lisans paketi
Listeleniyor 1 - 1 / 1
Küçük Resim Yok
İsim:
license.txt
Boyut:
1.17 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
İndir

Koleksiyon

Yazılım Mühendisliği Bölümü Kitap Bölümü Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu