Titlebook: New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics; Oscar Castillo,Patricia Melin Book 2024 The Editor(s) (if applicable) an

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Computer Aided Diagnosis for COVID-19 with Quantum Computing and Transfer Learninge compared to the proposed ResNet50 model, obtaining 0.8800 accuracy, 0.9388 recall, and 0.8846 F1 score. These findings emphasize the potential of transfer learning techniques for quantum hybrid methods and the effective implementation of CAD systems.

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Hypervolume Indicator as?an?Estimator for?Adaptive Operator Selection in?an?On-Line Multi-objective ective optimization to evaluate the performance of a search process transforming multiple objective problems into single-objective ones. This allows us to apply a single objective online hyper-heuristic to multi-objective problems. For experimentation, we use the well-known ZDT and DTLZ benchmark.

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A New Breeding Crossover Approach for Evolutionary Algorithmson problems. In this proposal, we use the parent’s genetic information for each gene, using those values as lower and upper bounds of a range, where a random value within that range determines the new value for that gene index of the offspring. This is similar to what is used by algorithms such as D

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Book 2024stems in real problems. There are also a group papers that present theory and practice of neural networks in different applications. Finally, there are papers that offer theory and practice of optimization and evolutionary algorithms in different application areas..