Tag: multi-objective optimization
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Real-Time Vehicle Dispatching with Agile Multi-Objective Optimization
Discover PAMOO, a preference-agile multi-objective optimization method enhancing real-time vehicle dispatching with dynamic user preferences and superior r...
SkillMOO: Optimize Agent Skills for Software Engineering
SkillMOO uses multi-objective optimization to enhance coding agent skills, boosting pass rates by 131% and cutting costs by 32% in software engineering tas...
Evo-L2S: Efficient Multi-Objective Model Merging
Discover Evo-L2S, a multi-objective evolutionary merging framework that boosts reasoning model efficiency and accuracy while reducing output length.
MMORF: Multi-agent Framework for Multi-objective Retrosynthesis
Discover MMORF, a multi-agent framework optimizing safety, cost, and quality in multi-objective retrosynthesis planning for advanced chemistry research.
Efficient Pareto Frontier Approximation in Stochastic Optimization
Discover XOR-SMOO, a novel algorithm for fast, accurate Pareto frontier approximation in stochastic multi-objective optimization with strong guarantees.