PyGAD is an open-source, easy-to-use Python 3 library for building the genetic algorithm and optimizing machine learning algorithms. It supports Keras and PyTorch, and it can optimize both ...
Genetic diversity is crucial for both species adaptation and survival. Recently, it has been included as a target for protection in the United Nations’ Global Biodiversity Framework. However, we lack ...
Abstract: This paper focuses on the research of core algorithms in intelligent education systems. The intelligent recommendation algorithm utilizes Python's pytorch library to build neural networks, ...
Abstract: This research presents a comparative evaluation of Genetic Algorithm (GA) and Non-dominated Sorting Genetic Algorithm II (NSGA-II) for multi-objective optimization in an energy management ...
The operation of the power grid is closely related to meteorological disasters. Changes in meteorological conditions may have an impact on the operation and stability of the power system, leading to ...
This contribution is part of the special series of Inaugural Articles by members of the National Academy of Sciences elected in 2018. Recent demonstrations of a genetic basis for variation among hosts ...
Forest management can be seen as a sequential decision-making problem to determine an optimal scheduling policy, e.g., harvest, thinning, or do-nothing, that can mitigate the risks of wildfire. Markov ...
Continuous adaptation allows survival in an ever-changing world. Adjustments in the synaptic coupling strength between neurons are essential for this capability, setting us apart from simpler, ...
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