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Estimation of processing time using machine learning and real factory data for optimization of parallel machine scheduling problem

Yamashiro, Hirochika; Nonaka, Hirofumi - In: Operations research perspectives 8 (2021), pp. 1-9

Light gradient-boosted machine (LightGBM) algorithm and Ridge performed the best with MAPE and RMSE. The optimization of …% for the makespan. On the other hands, the results of probabilistic sampling methods which are Kernel Density Estimation …

Persistent link: https://www.econbiz.de/10012596666

Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent Setup Times

Speckenmeyer, Philipp; Hilmer, Constanze; Rauchecker, … - 2023

-dependent setup times. First, we adopt a serial branch-and-bound algorithm from the literature and present a modified branching … versions of the branch-and-price algorithm. Third, we conduct extensive computational experiments to show that our …

Persistent link: https://www.econbiz.de/10014359595

A review and classification on distributed permutation flowshop scheduling problems

Perez-Gonzalez, Paz; Framinan, Jose M. - In: European journal of operational research : EJOR 312 (2024) 1, pp. 1-21

Persistent link: https://www.econbiz.de/10014456196

Genetic based algorithms to solving multi-quays berth allocation problem with setup time constraints

Sangsawang, Chatnugrob; Longploypad, Cholthida - In: LogForum : elektroniczne czasopismo naukowe z dziedziny … 18 (2022) 4, pp. 505-515

Persistent link: https://www.econbiz.de/10013479390

A new metaheuristic genetic-based placement algorithm for 2D strip packing

Thomas, Jaya; Chaudhari, Narendra S. - In: Journal of industrial engineering international 10 (2014), pp. 1-16

algorithm is proposed to solve it. In this paper, we give a hybrid approach which combined genetic encoding and evolution scheme …

Persistent link: https://www.econbiz.de/10011556427

Research trends in combinatorial optimization

Weinand, Jann Michael; Sörensen, Kenneth; San Segundo, … - In: International transactions in operational research : a … 29 (2022) 2, pp. 667-705

Persistent link: https://www.econbiz.de/10012795797

Minimizing Makespan in Flowshops with Pallet Requirements : Computational Complexity

Wang, M. W. - 2010

We establish the computational complexity of the problem of minimizing makespan in a flowshop, where each jobs requires …

Persistent link: https://www.econbiz.de/10013152472

Energy aware hybrid flow shop scheduling

Schulz, Sven - 2020

Persistent link: https://www.econbiz.de/10012498130

Application of graph search and genetic algorithms for the single machine scheduling problem with sequence-dependent setup times and quadratic penalty function of completion times

Kodaganallur, Viswanathan; Sen, Anup K.; Mitra, Subrata - 2011

Persistent link: https://www.econbiz.de/10009379486

Bi-criteria parallel batch machine scheduling to minimize total weighted tardiness and electricity cost

Rocholl, Jens; Mönch, Lars; Fowler, John - In: Journal of business economics : JBE 90 (2020) 9, pp. 1345-1381

Persistent link: https://www.econbiz.de/10012316363

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