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.

翻译：元体学是通用优化算法,应该用来解决困难的问题,通过经典方法是无法解决的。 在本文中,我们的目标是建立基于种姓的新型社会认知性计量经济学,并应用多种版本的算法优化时间间隔系统模型。除了提供拟议算法的背景和细节外,我们还应用这些算法来优化问题的某些变种并讨论结果。