Metaheuristics
PulseAugur coverage of Metaheuristics — every cluster mentioning Metaheuristics across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New CP-SAT approach optimizes healthcare workforce scheduling
Researchers have developed CP-SAT, a novel Constraint Programming approach for optimizing healthcare workforce scheduling. This method addresses the NP-hard nature of the problem by enforcing 14 hard constraints to guar…
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New TTP-D problem optimizes drone-assisted collection routes using DRL
Researchers have introduced the Travelling Thief Problem with Drone (TTP-D), a new problem formulation that optimizes item selection, vehicle routing, and drone flight synchronization to maximize profit. The approach us…
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New research proposes black-box adversarial attacks as machine learning optimization benchmark
A new research paper proposes using black-box adversarial attacks (BBAA) as a benchmark for global optimization methods in machine learning. The authors argue that current benchmark suites are too small and rely on outd…
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Bat Algorithm parameter settings analyzed using variance evolution theory
This paper delves into the theoretical analysis of parameter settings for the Bat Algorithm, a type of evolutionary computation. Researchers demonstrate that applying dynamical systems theory and analyzing population va…
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RACL method enhances metaheuristic learning with reasoning agent control
Researchers have introduced RACL, a novel Reasoning-Agent Control Layer designed to enhance metaheuristic learning. RACL integrates a reasoning agent above an existing optimizer, allowing it to control the optimizer's s…