Formalization of a Non-linear, Non-Markovian Spectra Structure based on direct mapping actions without complexification

Key Points

• The aim is to establish a non-linear, non-Markovian spectra structure without introducing complexity.
• Developed a framework for direct mapping actions
• Constructed a non-linear spectra structure
• Avoided complexity in the modeling process.
• Introduced an innovative spectra structure that is simpler to analyze
• Demonstrated the effectiveness of direct mapping actions in non-linear settings.