Optuna hyperparameter optimization results.

<div><p>In light of global climate change and the objective of carbon neutrality, the carbon market has become an important tool for the international community to combat climate change. Nonetheless, due to the complexity and non-linear nature of the carbon price, its accurate prediction...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Yaoyang Yi (21627403) (author)
منشور في:	2025
الموضوعات:	Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified shapley additive explanations regional environmental factors mean squared error least absolute shrinkage global climate change experimental results indicate combat climate change analysis results indicate 30 %, 47 variational mode decomposition proposed model using mape ), respectively international trade activities hybrid model based carbon market participants optimized quadratic decomposition 68 %, 48 carbon price prediction shanghai carbon market hubei carbon market guangdong carbon market lstm prediction method carbon market quadratic decomposition carbon price energy market 42 %, traditional model secondary decomposition model integrated mae ), international community carbon prices carbon neutrality carbon markets accurate prediction xlink "> work presents term memory significantly influenced selection operator sdae ). scientific basis reconstructed signal paper evaluates mainly driven long short linear nature important tool cpo ).
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Optuna hyperparameter optimization results.

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