65 citations · 108 across the 7 of their papers we have counts for
4 papers · 1 filter
LLMDE: A Large Language Model-Driven Differential Evolution Algorithm for Portfolio Optimization
Rong Chai, Vaclav Snasel, Xiaopeng Wang +2
This study proposes a Large Language Model-Driven Differential Evolution (LLMDE) algorithm to reduce the reliance on handcrafted hyperparameter design. The proposed algorithm lever…
Using Traceless Genetic Programming for Solving Multiobjective Optimization Problems
Mihai Oltean, Crina Grosan
Traceless Genetic Programming (TGP) is a Genetic Programming (GP) variant that is used in cases where the focus is rather the output of the program than the program itself. The mai…
Evolving Evolutionary Algorithms using Multi Expression Programming
Mihai Oltean, Crina Groşan
Finding the optimal parameter setting (i.e. the optimal population size, the optimal mutation probability, the optimal evolutionary model etc) for an Evolutionary Algorithm (EA) is…
Evolving Digital Circuits for the Knapsack Problem
Mihai Oltean, Crina Groşan, Mihaela Oltean
Multi Expression Programming (MEP) is a Genetic Programming variant that uses linear chromosomes for solution encoding. A unique feature of MEP is its ability of encoding multiple…