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Author

Jorge Mendoza

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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

Chaotic Regulation of Exploration and Exploitation in Bio-Inspired Swarm Intelligence for Combinatorial Optimization

A chaotic discretization framework is presented that replaces the classical behavior of the two-step binarization technique to regulate the balance between exploration and exploitation and shows that the highest-performing chaotic mapping is heavily influenced by the specific landscape morphology evaluated.

Felipe Cisternas-Caneo, Broderick Crawford, Jorge Mendoza et al. · 1 citation

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