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Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges.

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Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment., , , , , , , and . CoRR, (2020)Diseño e implementación de una meta-heurística multi-poblacional de optimización combinatoria enfocada a la resolución de problemas de asignación de rutas a vehículos.. CoRR, (2020)A Methodological Proposal to Eliminate Ambiguities in the Comparison of Vehicle Routing Problem Solving Techniques., and . IJCCI, page 310-313. SciTePress, (2012)A Parallel Variable Neighborhood Search for Solving Real-World Production-Scheduling Problems., , , and . IDEAL, volume 13113 of Lecture Notes in Computer Science, page 12-20. Springer, (2021)A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization., , , and . CEC, page 1-8. IEEE, (2022)Using Adaptive Novelty Search in Differential Evolution., , , , , and . PAAMS (Workshops), volume 1047 of Communications in Computer and Information Science, page 267-275. Springer, (2019)Hybrid Classical-Quantum Computing: Are we Forgetting the Classical Part in the Binomial?, , and . QCE, page 264-265. IEEE, (2023)A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem., , , , and . GECCO (Companion), page 1473-1474. ACM, (2014)Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications Guest Editorial., , , , , , and . IEEE Intell. Transp. Syst. Mag., 12 (4): 6-9 (2020)Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics., , and . EvoApplications, volume 10784 of Lecture Notes in Computer Science, page 21-32. Springer, (2018)