Full-Coverage Path Planning for Heterogeneous UUVs Using a Hybrid Detection Point Layout and a Dual-Chromosome Co-Evolutionary Genetic Algorithm. [PDF]
Sensors (Basel)Ji F, Shi M, Feng W, Ji X, Xu X.
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Evolutionary, Neural, or LLM-Driven Heuristic Generation? A Unified Ant Colony Optimization Benchmark for Nature-Inspired Routing Heuristics on the TSP and CVRP. [PDF]
Biomimetics (Basel)Wu H, Wu Y.
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Probabilistic greedy algorithm solver using magnetic tunneling junctions for traveling salesman problem. [PDF]
Nat CommunZhang R +17 more
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Information Bottleneck-Enhanced Reinforcement Learning for Solving Operation Research Problems. [PDF]
Sensors (Basel)Xi R, Ni Y, Wu W.
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Implementing Tabu Search to Exploit Sparsity in ATSP Instances [PDF]
Real life traveling salesman problem (TSP) instances are often large,sparse, and asymmetric. Conventional tabu search implementations for the TSP that have been reported in the literature, almost always deals with small, dense and symmetric instances. In
Sumanta Basu +2 more
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Employing in-context learning prompts with large language models for drone routing in delivery services. [PDF]
PLoS OneMasoud M, Elhenawy M, Abdelhay A.
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A parallel magnetic tunnel junction-based probabilistic Ising processor for efficient quadratic optimization. [PDF]
Nat CommunYang S +4 more
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Information-Theoretic Intrinsic Motivation for Reinforcement Learning in Combinatorial Routing. [PDF]
Entropy (Basel)Xi R, Ni Y, Wu W.
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Joint Optimization of Trajectory-Resource Allocation and Deep Task Partial Offloading for MEC-Enabled Multi-UAV. [PDF]
Sensors (Basel)Liu C, Wang Y, Mei H, Du S, Guo B.
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A carbon aware ant colony system for the sustainable generalized traveling salesman problem. [PDF]
Sci RepLin M, Schaposnik LP.
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