Junqing LiQuanke PanPonnuthurai Nagaratnam SuganthanM. Fatih TasgetirenLi, JunqingSuganthan, P.N.Tasgetiren, M. FatihPan, Quan-Ke2025-10-0620129789819698936, 9789819698042, 9789819698110, 9789819698905, 9789819512324, 9783032026019, 9783032008909, 9783031915802, 9789819698141, 97830319841369783642293528978364229353516113349, 030297431611-33490302-974310.1007/978-3-642-29353-5_322-s2.0-84860667482https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860667482&doi=10.1007%2F978-3-642-29353-5_32&partnerID=40&md5=05589462fda6da0c47adb72f2b4695adhttps://gcris.yasar.edu.tr/handle/123456789/10184https://doi.org/10.1007/978-3-642-29353-5_32This paper proposes a hybrid particle swarm optimization (PSO) algorithm for solving the job-shop scheduling problem with fuzzy processing times. The objective is to minimize the maximum fuzzy completion time i.e. the fuzzy makespan. In the proposed PSO-based algorithm performs global explorative search while the tabu search (TS) conducts the local exploitative search. One-point crossover operator is developed for the individual to learn information from the other individuals. Experimental results on three well-known benchmarks and a randomly generated case verify the effectiveness and efficiency of the proposed algorithm. © 2012 Springer-Verlag. © 2012 Elsevier B.V. All rights reserved.Englishinfo:eu-repo/semantics/closedAccessFuzzy Processing Time, Job-shop Scheduling Problem, Particle Swarm Optimization, Tabu Search, Crossover Operator, Fuzzy Completion Time, Fuzzy Processing Time, Hybrid Particle Swarm Optimization, Hybrid Pso, Job Shop Scheduling Problems, Makespan, Artificial Intelligence, Scheduling Algorithms, Soft Computing, Tabu Search, Particle Swarm Optimization (pso)Crossover operator, Fuzzy completion time, Fuzzy processing time, Hybrid Particle Swarm Optimization, Hybrid PSO, Job shop scheduling problems, Makespan, Artificial intelligence, Scheduling algorithms, Soft computing, Tabu search, Particle swarm optimization (PSO)Tabu SearchFuzzy Processing TimeParticle Swarm OptimizationJob-Shop Scheduling ProblemConference Object