Abstract: We propose a system-theoretic perspective on Tracking-ADMM, a recently introduced distributed optimization algorithm for constraint-coupled optimization problems that combines ADMM and ...
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ABSTRACT: Multi-objective optimization remains a significant and realistic problem in engineering. A trade-off among conflicting objectives subject to equality and inequality constraints is known as ...
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Abstract: This letter proposes an efficient Decoupled Optimization Algorithm (DOA) to address a class of regression problems commonly encountered in signal processing, system identification, and ...