The neural network methods for solving Traveling Salesman Problem
Y Shi, Y Zhang - Procedia Computer Science, 2022 - Elsevier
Abstract Traveling Salesman Problem (TSP) is a main attention issue at present. Neural
network can be used to solve combinatorial optimization problems. In recent years, there …
network can be used to solve combinatorial optimization problems. In recent years, there …
Industrial Internet of Things Intelligence Empowering Smart Manufacturing: A Literature Review
The fiercely competitive business environment and increasingly personalized customization
needs are driving the digital transformation and upgrading of the manufacturing industry …
needs are driving the digital transformation and upgrading of the manufacturing industry …
Solve routing problems with a residual edge-graph attention neural network
For NP-hard combinatorial optimization problems, it is usually challenging to find high-
quality solutions in polynomial time. Designing either an exact algorithm or an approximate …
quality solutions in polynomial time. Designing either an exact algorithm or an approximate …
A novel fractional-order memristive Hopfield neural network for traveling salesman problem and its FPGA implementation
X Li, X Yang, X Ju - Neural Networks, 2024 - Elsevier
This paper proposes a novel fractional-order memristive Hopfield neural network (HNN) to
address traveling salesman problem (TSP). Fractional-order memristive HNN can efficiently …
address traveling salesman problem (TSP). Fractional-order memristive HNN can efficiently …
Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework
The overall quality of last-mile delivery in terms of operational costs and customer
satisfaction is primarily affected by traditional logistics planning and the consideration and …
satisfaction is primarily affected by traditional logistics planning and the consideration and …
D-PFA: A Discrete Metaheuristic Method for Solving Traveling Salesman Problem Using Pathfinder Algorithm
The Traveling Salesman Problem (TSP) which is a theoretical computer science and
operations research problem, has several applications even in its purest formulation, such …
operations research problem, has several applications even in its purest formulation, such …
[HTML][HTML] Joint approach for vehicle routing problems based on genetic algorithm and graph convolutional network
D Qi, Y Zhao, Z Wang, W Wang, L Pi, L Li - Mathematics, 2024 - mdpi.com
The logistics demands of industries represented by e-commerce have experienced
explosive growth in recent years. Vehicle path-planning plays a crucial role in optimization …
explosive growth in recent years. Vehicle path-planning plays a crucial role in optimization …
[HTML][HTML] The AddACO: A bio-inspired modified version of the ant colony optimization algorithm to solve travel salesman problems
M Scianna - Mathematics and Computers in Simulation, 2024 - Elsevier
Abstract The Travel Salesman Problem (TSP) consists in finding the minimal-length closed
tour that connects the entire group of nodes of a given graph. We propose to solve such a …
tour that connects the entire group of nodes of a given graph. We propose to solve such a …
[HTML][HTML] Solving routing problems for multiple cooperative Unmanned Aerial Vehicles using Transformer networks
Abstract Missions involving Unmanned Aerial Vehicle usually consist of reaching a set of
regions, performing some actions in each region, and returning to a determined depot after …
regions, performing some actions in each region, and returning to a determined depot after …
Novel heuristic for new pentagonal neutrosophic travelling salesman problem
S Dhouib - Neutrosophic Sets and Systems, 2022 - books.google.com
This paper presents a new variant of Travelling Salesman Problem (TSP) and its first
resolution. In literature there is not any research work that has presented the TSP under …
resolution. In literature there is not any research work that has presented the TSP under …