Factor Relevance Function (Stock Market – Dynamic Model) This module computes the dynamic relevance score of a...
Machine-Assisted Adaptive Selection Index This module demonstrates a learning-based weight update mechanism, where selection weights evolve automatically...
Constraint-Based Dynamic Selection Index This module maximizes selection gain while enforcing hard constraints on selected traits. Restricted...
Time-Weighted Selection Index (Decay Model) This model applies exponential decay so that older factors gradually lose influence...
Stage-Specific Selection Index (Breeding Pipeline Model) Selection priorities change across breeding stages. This module evaluates genotypes using...
Environment–Time Coupled Selection Index This index evaluates performance jointly across time (t) and environment (e), enabling realistic...
Time-Dependent Selection Index (Dynamic Index) This model allows factor importance to evolve across time or stages, avoiding...
Factor-Selection Operator (500 → 15) In complex systems such as plant breeding, financial markets, or large-scale decision...
Stock × Market Interaction (SMI) This model evaluates how a stock performs across different market regimes, similar...
Two-Stage Stock Selection (TSS) This framework mirrors early-generation selection in breeding: rapid elimination first, deep analysis later....
