Search Results - "Surrogate-based optimization"

Designing a Framework for Solving Multiobjective Simulation Optimization Problems.

Authors: Chang, Tyler H. Wild, Stefan M.

Source: INFORMS Journal on Computing. Jan/Feb2026, Vol. 38 Issue 1, p269-294. 26p.

Logarithmic integral optimization via adaptive importance sampling based surrogation methods.

Authors: He, Ziyu Liu, Junyi Pang, Jong-Shi

Source: Mathematical Programming. Sep2026, Vol. 219 Issue 1/2, p61-111. 51p.

Global Optimization Research on Parametric Design of Printed Circuit Heat Exchanger Airfoil Plates Based on Integrated Machine Learning and Simulated Annealing.

Authors: Liu, Shanlin Gong, Xin Liao, Naibing et al.

Source: Energies (19961073). Sep2026, Vol. 19 Issue 17, p4055. 17p.

Subject Terms: *Simulated annealing, *Surrogate-based optimization, *Thermal hydraulics, *Plate heat exchangers, *Supercritical carbon dioxide, *Gaussian processes, *Random forest algorithms

A Capability‐Driven Sequential Optimization Framework for Electrical Machines Under Manufacturing Uncertainty.

Authors: Abunike, Chiweta E. Okoro, Ogbonnaya I. Aphale, Sumeet S. et al.

Source: International Transactions on Electrical Energy Systems. 9/1/2026, Vol. 2026, p1-19. 19p.

Subject Terms: *Surrogate-based optimization, *Process capability, *Multi-objective optimization, *Fault tolerance (Engineering), *Electric machinery, *Prediction models

Surrogate-Assisted Inverse Design of the Power-Law Index in Axially Functionally Graded Fluid-Conveying Pipes for Target Modal and Deflection Performance.

Authors: Gao, Lun Gu, Jijun Guo, Tianjin et al.

Source: Materials (1996-1944). Sep2026, Vol. 19 Issue 18, p3936. 20p.

Subjects: Surrogate-based optimization, Power law (Mathematics), Particle swarm optimization, Frequencies of oscillating systems, Performance-based design, Fluid flow

Fine‐tuning ab initio XANES spectra calculations using the Bayesian optimization algorithm.

Authors: Sapronov, Andrey A. Doronkin, Dmitry E. Grunwaldt, Jan-Dierk

Source: Journal of Synchrotron Radiation. Sep2026, Vol. 33 Issue 5, p1455-1466. 12p.

Subjects: X-ray absorption near edge structure, Surrogate-based optimization, Ligands (Chemistry), Spectrum analysis, Lattice constants, Simulation software, Oxidation states

Budget-Constrained Multi-Stage Search for Deep Learning Deployment Configurations on Ascend 310B Edge NPU.

Authors: Cao, Yi Xin, Dongjin

Source: Applied Sciences (2076-3417); Sep2026, Vol. 16 Issue 18, p9332, 29p

An Investigative Study of Widely Used Ergonomic Risk Assessment Methods Based on Machine Learning and MCDM Approaches.

Authors: Toptancı, Şura Kaya Karakutuk, Asli Fırat, Fatih

Source: Applied Sciences (2076-3417); Sep2026, Vol. 16 Issue 18, p9075, 20p

Bayesian-Optimized Surrogate Framework for Cost-Effective Design of Composite Steel–Concrete Beams.

Authors: Ferreira, Iuan Brandão Marvila, Markssuel Teixeira Marques, Marília Gonçalves et al.

Source: Buildings (2075-5309); Sep2026, Vol. 16 Issue 17, p3430, 35p

Design of a Translational Flexible Truss Based on Distributed Guide-Slot Optimization.

Authors: Yang, Cheng Du, Jiannan Du, Jianbin et al.

Source: Applied Sciences (2076-3417); Sep2026, Vol. 16 Issue 17, p8664, 32p

Multi-Parameter Identification of the PTW Constitutive Model Using a Reproducible Adaptive GA-BO Strategy.

Authors: Yang, Jie Cheng, Xi Wu, Zhibin et al.

Source: Applied Sciences (2076-3417); Sep2026, Vol. 16 Issue 17, p8537, 24p

Sensitivity-driven Design Space Reduction and Surrogate-assisted Performance Optimization of an sCO2 Centrifugal Compressor.

Authors: Shen, Z. Wang, B. Jiang, F. et al.

Source: Journal of Applied Fluid Mechanics; Sep2026, Vol. 19 Issue 9, p2294-2312, 19p

A Robust Surrogate-Assisted Framework for Simultaneous Multi-Parameter Optimization in Microstrip Antenna Design.

Authors: Agusriandi Affandi, Achmad Setijadi, Eko

Source: Engineering, Technology & Applied Science Research; Aug2026, Vol. 16 Issue 4, p37197-37203, 7p

A Transfer-Learning and Continuous Optimization-Based Framework for Predicting Heat Treatment-Dependent Mechanical Properties of DED-Processed Low-Alloy Steels.

Authors: Rahman, Atiqur Wu, Sung-Heng Joy, Ranjit et al.

Source: Metals (2075-4701); Aug2026, Vol. 16 Issue 8, p892, 33p

Toward Eco-Intelligent Concrete for Resilient Urban Infrastructure: Explainable Surrogate Optimization and LLM-Assisted Low-Clinker Mix Design.

Authors: Zhang, Junyi Yang, Haidong Hu, Guo et al.

Source: Buildings (2075-5309); Aug2026, Vol. 16 Issue 15, p3128, 29p

SAWHALE: A Surrogate-Assisted Self-Adaptive Whale Optimization Algorithm with Novel Asymmetric Opposition-Based Learning for Expensive Optimization Problems.

Authors: Turgut, Oguz Emrah¹ (AUTHOR)

Source: Biomimetics (2313-7673). Aug2026, Vol. 11 Issue 8, p530. 59p.

Performance Evaluation of Refrigerants and Optimization of Advanced Compression Strategies for Commercial Air-Source Heat Pump.

Authors: Turja, Asif Iqbal Elwardany, Mohamed Nassif, Nabil

Source: ASHRAE Transactions. 2026, Vol. 132 Issue Part 2, p660-668. 9p.

Surrogate-Assisted Compressor Geometry Optimization for Fuel Economy and Emissions Trade-Off in a Turbocharged Diesel Engine.

Authors: Wang, Penghui Tian, Jing Yin, Yuting et al.

Source: Energies (19961073). Jul2026, Vol. 19 Issue 14, p3306. 29p.

Subject Terms: *Surrogate-based optimization, *Multi-objective optimization, *Compressor performance, *Metaheuristic algorithms, *Fuel industry, *Diesel motors

Optimization of Noise‐Reducing Orifices in Natural Gas Pressure‐Regulating Valves Based on a Query‐by‐Committee Kriging Model.

Authors: Sun, Wen Gao, Yuhui Tao, Weili et al.

Source: Modelling & Simulation in Engineering. 7/23/2026, Vol. 2026, p1-14. 14p.

Subjects: Kriging, Surrogate-based optimization, Mathematical programming, Pressure regulators, Aeroacoustics, Valves, Noise control

Penalization method to convert Bayesian optimization methods into batch multi-objective Bayesian optimization methods.

Authors: Holder, Adelle DeBruin, Henry Sestito, Jesse M.

Source: PLoS ONE. 7/21/2026, Vol. 21 Issue 7, p1-20. 20p.