Symmetry and Asymmetry in Fuzzy Control: Recent Advances and Emerging Perspectives

José R. García‐Martínez; Edson E. Cruz‐Miguel; Juvenal Rodríguez‐Reséndiz

doi:10.3390/sym18081362

August 13, 2026SymmetryOpen Access

Symmetry and Asymmetry in Fuzzy Control: Recent Advances and Emerging Perspectives

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Key Points

To review and synthesize emerging developments in applying symmetry and asymmetry principles to fuzzy control systems for managing uncertainty and nonlinear dynamics.
Surveyed intelligent control engineering literature focusing on fuzzy logic applications and theoretical control frameworks.
Evaluated methodological approaches for handling imprecise, incomplete, and highly nonlinear dynamic data.
Identified symmetry and asymmetry formulations as essential structural properties that enhance fuzzy controller adaptability and stability.
Demonstrated that integrating these geometric and algebraic principles improves the modeling and regulation of complex, uncertain nonlinear systems.

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Implication

Review reveals recent developments in fuzzy control systems, highlighting new perspectives for handling nonlinear uncertainties through symmetry and asymmetry.

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García‐Martínez et al. (2026) studied this question.

synapsesocial.com/papers/6a8019f175c2e31742c863f0 https://doi.org/10.3390/sym18081362

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Symmetry and Asymmetry in Fuzzy Control: Recent Advances and Emerging Perspectives

Key Points

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Implication

Discussion

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Symmetry and Asymmetry in Fuzzy Control: Recent Advances and Emerging Perspectives

Key Points

No abstract yet

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Implication

Discussion

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