#VehicleRouting
Neural Deconstruction Search improves vehicle routing solutions, according to a recent study. https://getnews.me/neural-deconstruction-search-improves-vehicle-routing-solutions/ #neuraldeconstructionsearch #vehiclerouting
October 8, 2025 at 3:31 PM
Hybrid‑Balance GFlowNet (HBG) merges trajectory and detailed balance to improve vehicle routing solutions; paper submitted Oct 2025, accepted at a top AI conference. Read more: https://getnews.me/hybrid-balance-gflownet-improves-vehicle-routing-problem-solutions/ #gflownet #vehiclerouting #ai
October 8, 2025 at 4:45 AM
LLR‑BC lets neural routing solvers keep prior skills while adapting to new tasks, cutting performance drop on earlier tasks vs fine‑tuning. Tested on CVRP and TSP. https://getnews.me/lifelong-learning-router-with-behavior-consolidation-for-vehicle-routing/ #lifelonglearning #vehiclerouting
September 29, 2025 at 8:31 AM
EARLI blends RL initialization with a genetic algorithm to route 500 locations in about one second, matching quality of solvers that need ten seconds. Read more: https://getnews.me/ai-driven-genetic-algorithms-accelerate-vehicle-routing-solutions/ #vehiclerouting #geneticalgorithm
September 25, 2025 at 6:35 PM
Study submitted 12 Sep 2025 presents an FPT algorithm for VRP on low‑treewidth graphs, while three CVRP variants are shown para‑NP‑hard in logistics planning. https://getnews.me/new-study-reveals-parameterized-complexity-of-vehicle-routing/ #vehiclerouting #treewidth
September 17, 2025 at 6:16 AM
🚛💡 Revolutionising Logistics with 2L-VRLP💡🚛

An innovative two-level vehicle routing and loading model.

2L-VRLP integrates #BinPacking and #VehicleRouting to optimise space utilisation, costs, and operational efficiency ➡️ decisionlab.co.uk/2024/09/19/i...

#Logistics #SupplyChain
Innovative Logistics: How Decision Lab’s 2L-VRLP Model Transforms Supply Chain Efficiency
Explore how Decision Lab’s groundbreaking 2L-VRLP model combines bin packing and vehicle routing to revolutionise logistics operations. Discover how this innovative approach optimises space, reduces c...
decisionlab.co.uk
November 22, 2024 at 11:47 AM