Tag: combinatorial optimization
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Efficient Earth Observation Satellite Scheduling with Unknown Constraints
Discover a novel approach to optimize Earth Observation satellite schedules under unknown constraints using Conservative Constraint Acquisition and Learn&O...
Benchmarking LLMs on Natural Language Combinatorial Optimization
Explore how large language models perform on natural-language combinatorial optimization tasks using the new NLCO benchmark framework.
NICO-TSP: Advanced Neural Search for Traveling Salesperson
Discover NICO-TSP, a novel neural framework improving search efficiency and solutions in the Traveling Salesperson Problem with advanced learning methods.
Hybrid QUBO Optimization for Neural Network Pruning
Discover how Hybrid QUBO optimization improves neural network pruning by combining sensitivity metrics and dynamic search for better performance and effici...
Algebraic Framework for Real-World Combinatorial Optimization
Discover how algebraic structures and quotient space learning improve real-world combinatorial optimization efficiency and solution quality.