Advanced RIME architecture for global optimization and feature selection
Ruba Abu Khurma,
Malik Braik,
Abdullah Alzaqebah
et al.
Abstract:The article introduces an innovative approach to global optimization and feature selection (FS) using the RIME algorithm, inspired by RIME-ice formation. The RIME algorithm employs a soft-RIME search strategy and a hard-RIME puncture mechanism, along with an improved positive greedy selection mechanism, to resist getting trapped in local optima and enhance its overall search capabilities. The article also introduces Binary modified RIME (mRIME), a binary adaptation of the RIME algorithm to address the unique c… Show more
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