Differential Evolution as Applied to Electromagnetics

By Paolo Rocca, Giacomo Oliveri, Andrea Massa. IEEE Antennas & Propagation Magazine, 2011

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Application of Convex Relaxation to Array Synthesis Problems (2014, background): “Notably, the flexibility of global optimization strategies has been extensively exploited [1]–[4] with the known drawback of the computational cost and without any guarantee regarding the optimality of the solution.”
Sparse Linear Array Synthesis With Multiple Constraints Using Differential Evolution With Strategy Adaptation (2011, methodology): “DE has been successfully applied to design problems in electromagenetics [5]–[14].”
The Wind Driven Optimization Technique and its Application in Electromagnetics (2013, background): “Along with the GA, Particle Swarm Optimization (PSO) [2], Ant Colony Optimization (ACO) [3], Differential Evolution (DE) [4], [5], Clonal Selection Algorithm (CLONALG) [6], Covariance Matrix Adaptation Evolutionary Strategy (CMA-ES) [7] and many others have been proposed and successfully implemented”
Hybrid BCS-Deterministic Approach for Sparse Concentric Ring Isophoric Arrays (2015, background): “However, handling large apertures with global optimizers is usually problematic because of convergence and computational issues related to the high-dimension of the solution space [7], [13], [14] they are working on.”
Design of a Low Sidelobe Time Modulated Linear Array With Uniform Amplitude and Sub-Sectional Optimized Time Steps (2012, methodology): “An overview of the DE used in electromagnetics is presented in [20].”