Witold Kinsner

Adaptive Multiobjective Memetic Optimization

2016 · International Journal of Cognitive Informatics and Natural Intelligence

Multiobjective memetic optimization algorithms (MMOAs) are recently applied to solve nonlinear optimization problems with conflicting objectives. An important issue in an MMOA is how to identify the relative best solutions to guide its adaptive processes. …

A Robust Polyscale Length Complexity Measure for Stochastic Self-Affine Processes

2021

Cognitive and other nonlinear systems often involve deterministic differentiable processes and stochastic non-differentiable processes. Measuring the complexity of such processes is important when extracting objective features from the processes for their classification in either reactive, …