Bi-population balancing multi-objective algorithm for fuzzy flexible job shop with energy and transportation
Flexible job shop scheduling problem (FJSP) is one of the challenging issues in industrial
systems. In this study, we propose a bi-population balancing multi-objective evolutionary …
systems. In this study, we propose a bi-population balancing multi-objective evolutionary …
Many-objective job-shop scheduling: A multiple populations for multiple objectives-based genetic algorithm approach
The job-shop scheduling problem (JSSP) is a challenging scheduling and optimization
problem in the industry and engineering, which relates to the work efficiency and operational …
problem in the industry and engineering, which relates to the work efficiency and operational …
A deep reinforcement learning based algorithm for a distributed precast concrete production scheduling
Y Du, J Li - International Journal of Production Economics, 2024 - Elsevier
The environmental-friendly production demands higher manufacturing efficiency and lower
energy cost; therefore, time-of-use electricity price constraint and distributed production have …
energy cost; therefore, time-of-use electricity price constraint and distributed production have …
Problem-specific knowledge MOEA/D for energy-efficient scheduling of distributed permutation flow shop in heterogeneous factories
With the development of the global economy and the enhancement of environmental
awareness, energy-efficient permutation flow shop scheduling gets more attention …
awareness, energy-efficient permutation flow shop scheduling gets more attention …
Crane-lift path planning for high-rise modular integrated construction through metaheuristic optimization and virtual prototyping
Heavy crane lifting in high-rise modular integrated construction (MiC) is critical but
challenging. The current crane-lift executions are heavily reliant on human judgment. Few …
challenging. The current crane-lift executions are heavily reliant on human judgment. Few …
Discrete improved grey wolf optimizer for community detection
MH Nadimi-Shahraki, E Moeini, S Taghian… - Journal of Bionic …, 2023 - Springer
Detecting communities in real and complex networks is a highly contested topic in network
analysis. Although many metaheuristic-based algorithms for community detection have been …
analysis. Although many metaheuristic-based algorithms for community detection have been …
Evolutionary algorithm incorporating reinforcement learning for energy-conscious flexible job-shop scheduling problem with transportation and setup times
G Zhang, S Yan, X Song, D Zhang, S Guo - Engineering Applications of …, 2024 - Elsevier
Flexible job-shop scheduling is considerably important in the modern intelligent
manufacturing factory. In a real job shop, transportation and setup times account for a large …
manufacturing factory. In a real job shop, transportation and setup times account for a large …
Integrated scheduling problems of open shop and vehicle routing using an ensemble of group teaching optimization and simulated annealing
Production and distribution are two parts of importance in supply chains. Yet, seldom
attention is given to an integrated production and distribution in the case of open shop …
attention is given to an integrated production and distribution in the case of open shop …
Q-learning based multi-objective immune algorithm for fuzzy flexible job shop scheduling problem considering dynamic disruptions
X Chen, J Li, Y Xu - Swarm and Evolutionary Computation, 2023 - Elsevier
Confronted with complex industrial environments, dynamic disruptions like new job arrival
and machine breakdown bring significant challenges to the robustness and stability of the …
and machine breakdown bring significant challenges to the robustness and stability of the …
Integration routing and scheduling for multiple home health care centers using a multi-objective cooperation evolutionary algorithm with stochastic simulation
Currently, population aging has aroused much concern in many countries since the elderly
occupy a lot of social public resources in hospitals and nursing homes. Home health care …
occupy a lot of social public resources in hospitals and nursing homes. Home health care …