Rapid Multi-Objective Inverse Design of Antenna Via Deep Neural Network Surrogate-Driven Evolutionary Optimization
Praveen Singh,
Soumyashree S Panda,
Jogesh Chandra Dash
et al.
Abstract:Antenna synthesis is becoming increasingly challenging given the tight requirements for C-SWAP (cost, size, weight and power) reduction while maintaining stringent electromagnetic performance specifications. While recent reports have investigated developments in AI (primarily deep learning) to address this challenge, such methods have limited capability for multi-objective constrained inverse design and the ability to handle large shape sets. We present a multi-objective antenna synthesis methodology employing… Show more
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