David Lynch

Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks

David Lynch, Takfarinas Saber, Štěpán Kučera et al. · Proceedings of the Genetic and Evolutionary Computation Conference · 2019 · 18 citations

5G Networks, Wireless Communications, Network Science +14

A multi-level grammar approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks

Takfarinas Saber, David Fagan, David Lynch et al. · Genetic Programming and Evolvable Machines · 2019 · 17 citations

Mathematical Programming, Grammar-guided Genetic Programming, Memetic Algorithm +13

Automated Self-Optimization in Heterogeneous Wireless Communications Networks

David Lynch, Michael Fenton, David Fagan et al. · IEEE/ACM Transactions on Networking · 2019 · 16 citations

Dynamic Spectrum Management, Wireless Communications, Cross-layer Optimization +14

Multilayer Optimization of Heterogeneous Networks Using Grammatical Genetic Programming

Michael Fenton, David Lynch, Štěpán Kučera et al. · IEEE Transactions on Cybernetics · 2017 · 14 citations

Engineering, Network Analysis, Operations Research +18

Load balancing in heterogeneous networks using an evolutionary algorithm

Michael Fenton, David Lynch, Štěpán Kučera et al. · 2015 · 12 citations · Full text

Load Balancing (Computing), Evolution Strategy, Network Science +15