Pareto set learning for expensive multi-objective optimization

X Lin, Z Yang, X Zhang… - Advances in neural …, 2022 - proceedings.neurips.cc
Expensive multi-objective optimization problems can be found in many real-world
applications, where their objective function evaluations involve expensive computations or …

Visualization technology and tool selection methods for solving adaptive training complex structural-parametric synthesis problems

MN Krasnyanskiy, DL Dedov… - Journal of …, 2020 - asmedigitalcollection.asme.org
Our previous work in the field of formalization, modeling, and design of adaptive training
complexes (ATCs) revealed the low accuracy of the traditional expert approach to selecting …

Evaluation of three steady-state nsga-iii offspring selection schemes for many-objective optimization

C Powell, PT Thant, M Munetomo - 2016 Joint 8th International …, 2016 - ieeexplore.ieee.org
In this study, we implemented three steady-state versions of NSGA-III that differ by the
manner in which the offspring combined with the parent population is selected. These three …

[PDF][PDF] CHAINING OF NUMERICAL BLACK-BOX ALGORITHMS: INVESTIGATING THE IMPACT OF WARM-STARTING AND THE SWITCHING POINT

D Schröder, D Vermetten, H Wang… - arxiv preprint arxiv …, 2022 - researchgate.net
Dynamic algorithm selection can be beneficial for solving numerical black-box problems, in
which we implement an online switching mechanism between optimization algorithms. In …

Web-based services to support the vocational education and training apprenticeship

D Kotsifakos, N Almalis, P Adamopoulos… - 2017 South Eastern …, 2017 - ieeexplore.ieee.org
This article aims to present a strategy to properly distribute the graduates to complete a
fourth year of after-Lyceum apprenticeship in the specialized field of Vocational Education …

Supersonic Multi-Objective Optimization of a Rocket Based Combined Cycle Inlet By Differential Evolution

CJL Jee - 2018 - repository.library.carleton.ca
The use of differential evolution (DE) is investigated for the optimization of a novel rocket
based combined cycle (RBCC) engine inlet, over the supersonic flight regime. An RBCC …

[CITAZIONE][C] Copyright© 2019 by ASME

MN Krasnyanskiy, DL Dedov, AD Obukhov… - 2019