A comprehensive review on NSGA-II for multi-objective combinatorial optimization problems

S Verma, M Pant, V Snasel - IEEE access, 2021 - ieeexplore.ieee.org
This paper provides an extensive review of the popular multi-objective optimization
algorithm NSGA-II for selected combinatorial optimization problems viz. assignment …

A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

Green logistics location-routing problem with eco-packages

Y Wang, S Peng, X Zhou, M Mahmoudi… - … Research Part E: Logistics …, 2020 - Elsevier
Optimization of the green logistics location-routing problem with eco-packages involves
solving a two-echelon location-routing problem and the pickup and delivery problem with …

Emergency logistics network design based on space–time resource configuration

Y Wang, S Peng, M Xu - Knowledge-Based Systems, 2021 - Elsevier
The occurrence of natural disasters or accidents causes the obstruction or interruption of
road traffic connectivity and affects the transportation of essential materials, especially for …

Two-echelon collaborative multi-depot multi-period vehicle routing problem

Y Wang, Q Li, X Guan, M Xu, Y Liu, H Wang - Expert Systems with …, 2021 - Elsevier
Collaboration among logistics operators offers an effective way to improve customer service
and freight transportation efficiency. One form of collaboration is the sharing of logistics …

Collaborative multi-depot logistics network design with time window assignment

Y Wang, S Zhang, X Guan, S Peng, H Wang… - Expert Systems with …, 2020 - Elsevier
In logistics operation, delivery times are often uncertain for customers, and accommodating
this uncertainty poses operation challenges as well as extra cost for logistics service …

Compensation and profit allocation for collaborative multicenter vehicle routing problems with time windows

Y Wang, S Luo, J Fan, M Xu, H Wang - Expert Systems with Applications, 2023 - Elsevier
With the growing interest in win–win cooperation within the logistics industry recently,
collaborative multicenter logistics networks have witnessed the establishment of numerous …

Multi-objective optimization of reliability–redundancy allocation problem with cold-standby strategy using NSGA-II

MA Ardakan, MT Rezvan - Reliability Engineering & System Safety, 2018 - Elsevier
The reliability–redundancy allocation problem (RRAP) involves the selection of components
reliability and redundancy levels, with the aim of maximizing system reliability. Generally …

A multi-objective model for optimizing the redundancy allocation, component supplier selection, and reliable activities for multi-state systems

A Zaretalab, M Sharifi, PP Guilani, S Taghipour… - Reliability Engineering & …, 2022 - Elsevier
This paper presents a multi-objective availability-redundancy allocation optimization model
for a hyper-system. The hyper-system consists of B systems with shared resources. The …

Evolutionary optimization based solution approaches for many objective reliability-redundancy allocation problem

R Nath, PK Muhuri - Reliability Engineering & System Safety, 2022 - Elsevier
Recently, a number of evolutionary optimization approaches were proposed to solve the
many objective problems. The reliability redundancy allocation problem (RRAP), which …