Sistema traductor inteligente (9 idiomas) basado en algoritmos adaptativos para prototipos portátiles basados en microcontroladores para su uso en tareas agrícolas de las montañas de los Andes

This research analyzes optimal algorithmic strategies to design a standalone language translator capable of processing Spanish, Quechua, Italian, Portuguese, French, German, Russian, Mandarin, and English. The proposal focuses on correlating a specific vocabulary distributed across verbs, pronouns, nouns, and conjunctions. Every word is represented through a geometric analysis to identify morphological roots and establish cross-linguistic equivalences. Polynomial models and adaptive modulating functions are implemented within a discrete domain to minimize translation errors word-by-word. The resulting system is executed by a portable microcontroller architecture integrated with a local human-machine interface, eliminating internet dependence. This practical device aims to support communication between researchers and native agricultural communities in the Peruvian Andes, facilitating the exchange and preservation of traditional farming knowledge under a strict framework of cultural respect. (p. 1)