A quantum-assisted co-design method jointly optimizes controller gains and Lyapunov stability parameters online for nonlinear systems by contracting the search space, building an Ising Hamiltonian via quadratic surrogate, and using imaginary time evolution with re-evaluation.
Black hole: A new heuristic optimization approach for data clustering
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IWSO is a new metaheuristic using matchmaker-guided elite influence and adaptive elimination-reinitialization to achieve faster convergence and higher solution quality than GA, PSO, DE, and CS on high-dimensional benchmark functions.
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Dynamic Quantum-Assisted Co-Design of Control Tuning and Lyapunov Stability Synthesis for Nonlinear Systems
A quantum-assisted co-design method jointly optimizes controller gains and Lyapunov stability parameters online for nonlinear systems by contracting the search space, building an Ising Hamiltonian via quadratic surrogate, and using imaginary time evolution with re-evaluation.
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Indian Wedding System Optimization (IWSO): A Novel Socially Inspired Metaheuristic with Operational Design and Analysis
IWSO is a new metaheuristic using matchmaker-guided elite influence and adaptive elimination-reinitialization to achieve faster convergence and higher solution quality than GA, PSO, DE, and CS on high-dimensional benchmark functions.