# Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics

arXiv: https://arxiv.org/abs/2210.12872 · HTML: https://mlsanity.com/paper/2210.12872/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 1 of its 32 references that are in the map.
- First posted on arXiv 23 Oct 2022.

## Builds on (most cited first, 1 of 1)

- [The CMA Evolution Strategy: A Tutorial](https://mlsanity.com/paper/1604.00772/) (2016)

## Abstract (arXiv)

Metaheuristics are universal optimization algorithms which should be used for solving difficult problems, unsolvable by classic approaches. In this paper we aim at constructing novel socio-cognitive metaheuristic based on castes, and apply several versions of this algorithm to optimization of time-delay system model. Besides giving the background and the details of the proposed algorithms we apply them to optimization of selected variants of the problem and discuss the results.