Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems
Fuente:
arXiv
Saved in:
| Main Authors: | Sobhanan, Abhay, Park, Junyoung, Park, Jinkyoo, Kwon, Changhyun |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Arc Routing Problems with Multiple Trucks and Drones: A Hybrid Genetic Algorithm
by: Sobhanan, Abhay, et al.
Published: (2025)
by: Sobhanan, Abhay, et al.
Published: (2025)
The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration
by: Lee, Jae Hyeok, et al.
Published: (2025)
by: Lee, Jae Hyeok, et al.
Published: (2025)
Neural Genetic Search in Discrete Spaces
by: Kim, Hyeonah, et al.
Published: (2025)
by: Kim, Hyeonah, et al.
Published: (2025)
A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone
by: Mahmoudinazlou, Sasan, et al.
Published: (2023)
by: Mahmoudinazlou, Sasan, et al.
Published: (2023)
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
by: Kim, Hyeonah, et al.
Published: (2024)
by: Kim, Hyeonah, et al.
Published: (2024)
Accelerating Vehicle Routing via AI-Initialized Genetic Algorithms
by: Greenberg, Ido, et al.
Published: (2025)
by: Greenberg, Ido, et al.
Published: (2025)
Knowledge-Guided Memetic Algorithm for Capacitated Arc Routing Problems with Time-Dependent Service Costs
by: Li, Qingya, et al.
Published: (2025)
by: Li, Qingya, et al.
Published: (2025)
Matrix Domination: Convergence of a Genetic Algorithm Metaheuristic with the Wisdom of Crowds to Solve the NP-Complete Problem
by: Strachan, Shane Storm
Published: (2023)
by: Strachan, Shane Storm
Published: (2023)
Rethinking Selection in Generational Genetic Algorithms to Solve Combinatorial Optimization Problems: An Upper Bound-based Parent Selection Strategy for Recombination
by: Sankaran, Prashant, et al.
Published: (2024)
by: Sankaran, Prashant, et al.
Published: (2024)
Memetic Search for Green Vehicle Routing Problem with Private Capacitated Refueling Stations
by: Xu, Rui, et al.
Published: (2025)
by: Xu, Rui, et al.
Published: (2025)
Curriculum Learning in Genetic Programming Guided Local Search for Large-scale Vehicle Routing Problems
by: Liu, Saining, et al.
Published: (2025)
by: Liu, Saining, et al.
Published: (2025)
PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems
by: Malik, Manuj, et al.
Published: (2026)
by: Malik, Manuj, et al.
Published: (2026)
Large Neighborhood and Hybrid Genetic Search for Inventory Routing Problems
by: Zhao, Jingyi, et al.
Published: (2025)
by: Zhao, Jingyi, et al.
Published: (2025)
Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms
by: Deng, Qi, et al.
Published: (2024)
by: Deng, Qi, et al.
Published: (2024)
Solving Complex Multi-UAV Mission Planning Problems using Multi-objective Genetic Algorithms
by: Ramirez-Atencia, Cristian, et al.
Published: (2024)
by: Ramirez-Atencia, Cristian, et al.
Published: (2024)
Routing-Led Evolutionary Algorithm for Large-Scale Multi-Objective VNF Placement Problems
by: Mao, Peili, et al.
Published: (2025)
by: Mao, Peili, et al.
Published: (2025)
A Neural Rewriting System to Solve Algorithmic Problems
by: Petruzzellis, Flavio, et al.
Published: (2024)
by: Petruzzellis, Flavio, et al.
Published: (2024)
Trilevel Memetic Algorithm for the Electric Vehicle Routing Problem
by: Milinović, Ivan, et al.
Published: (2025)
by: Milinović, Ivan, et al.
Published: (2025)
Modified Bat Algorithm: A Newly Proposed Approach for Solving Complex and Real-World Problems
by: Umar, Shahla U., et al.
Published: (2024)
by: Umar, Shahla U., et al.
Published: (2024)
From Frustration to Fun: An Adaptive Problem-Solving Puzzle Game Powered by Genetic Algorithm
by: McConnell, Matthew, et al.
Published: (2025)
by: McConnell, Matthew, et al.
Published: (2025)
A Performance Investigation of Multimodal Multiobjective Optimization Algorithms in Solving Two Types of Real-World Problems
by: Chen, Zhiqiu, et al.
Published: (2024)
by: Chen, Zhiqiu, et al.
Published: (2024)
CSRX: A novel Crossover Operator for a Genetic Algorithm applied to the Traveling Salesperson Problem
by: Uray, Martin, et al.
Published: (2023)
by: Uray, Martin, et al.
Published: (2023)
Cost Optimization in Production Line Using Genetic Algorithm
by: Rezaee, Alireza
Published: (2026)
by: Rezaee, Alireza
Published: (2026)
Unraveling the Versatility and Impact of Multi-Objective Optimization: Algorithms, Applications, and Trends for Solving Complex Real-World Problems
by: Rashed, Noor A., et al.
Published: (2024)
by: Rashed, Noor A., et al.
Published: (2024)
Towards Constraint-Based Adaptive Hypergraph Learning for Solving Vehicle Routing: An End-to-End Solution
by: Wang, Zhenwei, et al.
Published: (2025)
by: Wang, Zhenwei, et al.
Published: (2025)
Application of Physics-Informed Neural Networks for Solving the Inverse Advection-Diffusion Problem to Localize Pollution Sources
by: Chuprov, Ivan, et al.
Published: (2025)
by: Chuprov, Ivan, et al.
Published: (2025)
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
by: Kim, Minsu, et al.
Published: (2024)
by: Kim, Minsu, et al.
Published: (2024)
Coal Mine Safety Alert System: Refining BP Neural Network with Genetic Algorithm Optimization
by: Luo, Jiabin, et al.
Published: (2024)
by: Luo, Jiabin, et al.
Published: (2024)
Improving Critical Node Detection Using Neural Network-based Initialization in a Genetic Algorithm
by: Liu, Chanjuan, et al.
Published: (2024)
by: Liu, Chanjuan, et al.
Published: (2024)
Improved Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Two Generalized OneMax Problems
by: Adak, Sumit, et al.
Published: (2025)
by: Adak, Sumit, et al.
Published: (2025)
Circuit-centric Genetic Algorithm (CGA) for Analog and Radio-Frequency Circuit Optimization
by: Kwon, Mingi, et al.
Published: (2023)
by: Kwon, Mingi, et al.
Published: (2023)
Superior Genetic Algorithms for the Target Set Selection Problem Based on Power-Law Parameter Choices and Simple Greedy Heuristics
by: Doerr, Benjamin, et al.
Published: (2024)
by: Doerr, Benjamin, et al.
Published: (2024)
On the Use of Iterative Problem Solving for the Traveling Salesperson Problem with Changing Time Window Constraints
by: Nguyen, Hy, et al.
Published: (2026)
by: Nguyen, Hy, et al.
Published: (2026)
Asynchronous Distributed Genetic Algorithms with Javascript and JSON
by: Merelo, Juan Julián, et al.
Published: (2024)
by: Merelo, Juan Julián, et al.
Published: (2024)
Evaluating Genetic Algorithms through the Approximability Hierarchy
by: Muñoz, Alba, et al.
Published: (2024)
by: Muñoz, Alba, et al.
Published: (2024)
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learning
by: Zhang, Huan, et al.
Published: (2023)
by: Zhang, Huan, et al.
Published: (2023)
An Efficient Approach for Solving Expensive Constrained Multiobjective Optimization Problems
by: Rahi, Kamrul Hasan
Published: (2024)
by: Rahi, Kamrul Hasan
Published: (2024)
Finding Strong Lottery Ticket Networks with Genetic Algorithms
by: Altmann, Philipp, et al.
Published: (2024)
by: Altmann, Philipp, et al.
Published: (2024)
Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm
by: Hamano, Ryoki, et al.
Published: (2024)
by: Hamano, Ryoki, et al.
Published: (2024)
An Effective Two-Phase Genetic Algorithm for Solving the Resource Constrained Project Scheduling Problem (RCPSP)
by: Sun, D., et al.
Published: (2025)
by: Sun, D., et al.
Published: (2025)
Similar Items
-
Arc Routing Problems with Multiple Trucks and Drones: A Hybrid Genetic Algorithm
by: Sobhanan, Abhay, et al.
Published: (2025) -
The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration
by: Lee, Jae Hyeok, et al.
Published: (2025) -
Neural Genetic Search in Discrete Spaces
by: Kim, Hyeonah, et al.
Published: (2025) -
A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone
by: Mahmoudinazlou, Sasan, et al.
Published: (2023) -
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
by: Kim, Hyeonah, et al.
Published: (2024)