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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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Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications Guest Editorial., , , , , , and . IEEE Intell. Transp. Syst. Mag., 12 (4): 6-9 (2020)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)A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization., , , and . CEC, page 1-8. IEEE, (2022)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)Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations., , and . SSCI, page 938-946. IEEE, (2022)A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics., , , , , , , and . BIOMA, volume 10835 of Lecture Notes in Computer Science, page 75-87. Springer, (2018)Comparison of a memetic algorithm and a tabu search algorithm for the Traveling Salesman Problem., and . FedCSIS, page 131-136. (2012)On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: A first study on the TSP., , , , , and . EAIS, page 1-6. IEEE, (2014)