From: Environment-Adaptable Fast Multi-Resolution (EAF-MR) optimization in large-scale RF-FPGA systems
Optimization | Search space | No. simulations |
---|---|---|
method | Â | per iteration when |
 |  | K=3, C k =3, N(k,l)=7 |
Exhaustive search | \(O\left (2^{\sum _{l} \sum _{k} N(k, l)}\right)\) | 23×3×7=263=9.22×1018 |
Simulated annealing | \(O\left (2^{\sum _{l} \sum _{k} N(k, l)}\right)\) | ≤ 9.22×1018 |
search | Â | Â |
Local relaxation search | \( O\left (\sum _{k} 2^{\sum _{l} N(k, l)}\right)\) | 3×23×7=6.29×106 |
EAF optimization | \( O\left (\sum _{k} 2^{\sum _{l} N(k, l)}\right)\) | ≤ 3×23×7=6.29×106 |
Multi-resolution search | \(O\left (\sum _{l} \sum _{k} 2^{N(k, l)}\right)\) | 1.15×103 |
EAF-MR optimization | \(O\left (\sum _{l} \sum _{k} 2^{N(k, l)}\right)\) | ≤ 1.15×103 |