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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sebastián Rojas Gónzalez

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Book Open access Jul 2026

Evolutionary Optimization of Instruction-Tuned Large Language Model Inference Parameters for Spanish Text Simplification

The framework offers a replicable methodology for inference parameter optimization applicable to Spanish and other under-resourced languages in Latin American Natural Language Processing (NLP) contexts and provides empirical support for the single-objective approach within the studied setting.

Nelson Pérez-Rojas, Danny Xie-Li, M. Solís et al. · 0 citations
Book Open access Jul 2026

Bi-objective Stochastic Simulation Optimization on Integer Lattices via Scalarization

This work addresses the challenging problem of multiobjective optimization via stochastic simulation over a discrete design space via stochastic simulation over a discrete design space by integrating a discrete Genetic Algorithm with specialized local and jump mutation operators as the inner optimizer.

Sebastián Rojas Gónzalez, I. Couckuyt, Joshua Knowles · 0 citations