Tag: optimization algorithms
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Bilevel Late Acceptance Hill Climbing for E-CVRP Optimization
Discover the bilevel Late Acceptance Hill Climbing algorithm for optimizing Electric Capacitated Vehicle Routing Problems with superior efficiency and resu...
Focus on Single Solutions in Many-Objective Bayesian Optimization
Explore why targeting single high-quality solutions outperforms full Pareto front search in many-objective Bayesian optimization under limited budgets.
Inventory of 12,007 Invariant Low-Dimensional Pseudo-Boolean Landscapes
Explore the comprehensive inventory of 12,007 low-dimensional pseudo-Boolean landscapes invariant to rank, translation, and rotation for optimization resea...
Algebraic Framework for Real-World Combinatorial Optimization
Discover how algebraic structures and quotient space learning improve real-world combinatorial optimization efficiency and solution quality.
RoboPhD: Efficient Evolution of Complex AI Agents
Discover RoboPhD, a toolkit for evolving diverse AI agents efficiently under tight evaluation budgets, outperforming leading optimization methods.