Current studies and applications of shuffled frog leaping algorithm: a review

BB Maaroof, TA Rashid, JM Abdulla, BA Hassan… - … Methods in Engineering, 2022 - Springer
Abstract Shuffled Frog Leaping Algorithm (SFLA) is one of the most widespread algorithms.
It was developed by Eusuff and Lansey in 2006. SFLA is a population-based metaheuristic …

A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshop

C Lu, Q Liu, B Zhang, L Yin - Expert Systems with Applications, 2022 - Elsevier
Due to its practicality, hybrid flowshop scheduling problem (HFSP) with productivity objective
has been extensively explored. However, studies on HFSP considering green objective in …

Mathematical model and knowledge-based iterated greedy algorithm for distributed assembly hybrid flow shop scheduling problem with dual-resource constraints

F Yu, C Lu, J Zhou, L Yin - Expert Systems with Applications, 2024 - Elsevier
With the development of economic globalization, distributed hybrid flow shop scheduling
problem (DHFSSP) has become prevalent in realistic manufacturing systems. Moreover, to …

A cooperative memetic algorithm with learning-based agent for energy-aware distributed hybrid flow-shop scheduling

JJ Wang, L Wang - IEEE Transactions on Evolutionary …, 2021 - ieeexplore.ieee.org
With increasing environmental awareness and energy requirement, sustainable
manufacturing has attracted growing attention. Meanwhile, distributed manufacturing …

Novel MILP and CP models for distributed hybrid flowshop scheduling problem with sequence-dependent setup times

L Meng, K Gao, Y Ren, B Zhang, H Sang… - Swarm and Evolutionary …, 2022 - Elsevier
As regards distributed hybrid flow shop scheduling with sequence-dependent setup times
(DHFSP-SDST), three novel mixed-integer linear programming (MILP) models and a …

A Pareto-based collaborative multi-objective optimization algorithm for energy-efficient scheduling of distributed permutation flow-shop with limited buffers

C Lu, Y Huang, L Meng, L Gao, B Zhang… - Robotics and Computer …, 2022 - Elsevier
Energy-efficient scheduling of distributed production systems has become a common
practice among large companies with the advancement of economic globalization and …

Modelling and optimization of distributed heterogeneous hybrid flow shop lot-streaming scheduling problem

W Shao, Z Shao, D Pi - Expert Systems with Applications, 2023 - Elsevier
More enterprises are facing rapid and changing market demand and small but frequent
orders, and they extend the production capability of manufacturing systems to respond to …

A novel shuffled frog-leaping algorithm with reinforcement learning for distributed assembly hybrid flow shop scheduling

J Cai, D Lei, J Wang, L Wang - International Journal of Production …, 2023 - Taylor & Francis
Distributed hybrid flow shop scheduling (DHFS) problem has attracted much attention in
recent years; however, DHFS with actual processing constraints like assembly is seldom …

A multiobjective memetic algorithm with particle swarm optimization and Q-learning-based local search for energy-efficient distributed heterogeneous hybrid flow-shop …

W Zhang, C Li, M Gen, W Yang, G Zhang - Expert Systems with Applications, 2024 - Elsevier
Most existing distributed hybrid flow-shop scheduling problems (DHFSPs) assume identical
shops and lack consideration of heterogeneous shops. This study focuses on energy …

A collaborative iterative greedy algorithm for the scheduling of distributed heterogeneous hybrid flow shop with blocking constraints

HX Qin, YY Han, YP Liu, JQ Li, QK Pan - Expert Systems with …, 2022 - Elsevier
The hybrid flow shop and distributed flow shop problems have been extensively studied due
to their wide industrial applications. However, the distributed heterogeneous hybrid flow …