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Author

Gino Astorga

3 papers indexed here

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Open access Aug 2026

Beyond Bio-Inspired Algorithms: Using Bird Landing Dynamics to Design Adaptive Parameter Control in Metaheuristics

Bio-inspiration has mainly been used to represent organisms, behaviors, or natural processes in the design of metaheuristics. This study proposes a different use: drawing on a biological phenomenon to model the temporal evolution of an internal parameter in an existing algorithm. Logarithmic Mean Optimization (LMO) is...

Andrés Pérez, Broderick Crawford, Eduardo Rodriguez-Tello et al. · 0 citations
Open access Aug 2026

Experimental Characterization of Emergent Behavior in Bio-Inspired Swarm Intelligence Algorithms

Bio-inspired swarm metaheuristic algorithms constitute a widely used tool for solving complex optimization problems. However, the experimental characterization of their emergent behavior remains a methodological challenge. This study proposes an experimental framework for characterizing emergent behavior through swarm...

Yoslandy Lazo, Broderick Crawford, Gino Astorga et al. · 0 citations
Open access Sep 2026

A Novel Binary Hunger Games Search Algorithm with Data-Driven Repair for the Set Covering Problem

The Binary Hunger Games Search metaheuristic is selected because the relative quality of each individual determines its hunger level, which in turn regulates the movement of the population and the influence of the best solution found.

Broderick Crawford, Hugo Caballero, Gino Astorga et al. · 0 citations

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