A novel application of genetic algorithm is proposed with a specifically crafted objective function that allows a constrained nonconvex optimization of functions in the Koopman observable subspace ...

This repository demonstrates how to integrate TFHE-based homomorphic encryption with a Genetic Algorithm (GA) using DEAP. The script encrypts a secret 8-bit target, then evolves random candidate ...

This chapter presents techniques and ideas behind the following concepts, generating synthetic and augmented data, Green ML, symbolic regression, mapping functions, ensembles and AutoML. Symbolic ...

3 Distributed primal–dual hybrid gradient algorithm This section first introduces a distributed quantile regression framework and formulates our problem as a saddle-point optimization problem.

Department of Chemical Engineering, Indian Institute of Technology Delhi, Hauzkhas, New Delhi 110016, India Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, Hauzkhas, New ...