Radio resource allocation in a 6G D-OMA network with imperfect SIC: A framework aided by a bi-objective hyper-heuristic
In the sixth generation (6G) of mobile communication networks, radio resource allocation
management (RRAM) systems must offer high levels of customization and sustainability in …
management (RRAM) systems must offer high levels of customization and sustainability in …
Online learning hyper-heuristics in multi-objective evolutionary algorithms
J Heise, S Mostaghim - International Conference on Evolutionary Multi …, 2023 - Springer
Abstract Well-defined Hyper-Heuristics enhance the generalization of MOEAs and the blind
usability on complex and even dynamic real-world application. Previous works already …
usability on complex and even dynamic real-world application. Previous works already …
A cricket-based selection hyper-heuristic for many-objective optimization problems
While meta-heuristics are usually designed for the optimization problems of the same
domain and can achieve superior performance compared with heuristics, their performances …
domain and can achieve superior performance compared with heuristics, their performances …
A preference-based indicator selection hyper-heuristic for optimization problems
Heuristics have been effective in solving computationally difficult optimization issues, but
because they are often created for certain problem domains, they perform poorly when the …
because they are often created for certain problem domains, they perform poorly when the …