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 decomposition-based many-objective ant colony optimization algorithm with adaptive solution construction and selection approaches

H Zhao, C Zhang, X Zheng, C Zhang… - Swarm and Evolutionary …, 2022 - Elsevier
The ant colony optimization algorithm (ACO) had an exceptional performance in solving
discrete optimization problems because of its design in solution construction and search …

A scheme library-based ant colony optimization with 2-opt local search for dynamic traveling salesman problem

C Wang, R Zhu, Y Jiang, W Liu… - … in Engineering & …, 2023 - repository.hanyang.ac.kr
The dynamic traveling salesman problem (DTSP) is significant in logistics distribution in real-
world applications in smart cities, but it is uncertain and difficult to solve. This paper …

Finding the global optimal solution in dynamic multiple TSPTW with data-driven ACO

Z Xu, J Yu, W Su - … & Trusted Computing, Scalable Computing & …, 2021 - ieeexplore.ieee.org
Dynamic Travelling Salesman Problem (D-TSP) is a classic dynamic optimization problem
(DOP), which aims to maintain the optimal route with every change of the graph. D-TSP often …