Thirty years, 1993–2023, is a huge time frame in science. We address some major
developments in the field of evolutionary algorithms, with applications in parameter …

Inconel 718 superalloys are known materials with high applicability to components that
demand exceptional chemical and mechanical properties at higher working temperatures …

Bayesian Optimization (BO) is a surrogate-assisted global optimization technique that has
been successfully applied in various fields, eg, automated machine learning and design …

In many practical many-objective optimization problems, the computational cost of real
evaluation is often high. To solve such problems, surrogate-assisted evolutionary algorithms …

Wireless sensor network (WSN) attracts the attention of more and more researchers, and it is
applied in more and more environment. The localization information is one of the most …

Mapping trace gas emission plumes using in situ measurements from unmanned aerial
vehicles (UAVs) is an emerging and attractive possibility to quantify emissions from localized …

Sustainable management of the environment is based on the preservation of natural
resources, first of all, freshwater—both surface and groundwater—from exhaustion and …

Air pollution monitoring platforms play a very important role in preventing and mitigating the
effects of pollution. Recent advances in the field of graph signal processing have made it …

When the surrogate-assisted evolutionary algorithm is used to solve expensive many-
objective optimization problems, the surrogate is used to approximate the expensive fitness …

A method of heuristically solving large traveling salesman problems is suggested, where a
dramatic computational speedup is guaranteed. A specific genetic algorithm is the solver …