Pramudita Satria Palar

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 24

Top Topics

Global Optimization

Top Venues

GECCO (Companion)

Reliab. Eng. Syst. Saf.

Publications

Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama
Global Sensitivity Analysis in Aerodynamic Design Using Shapley Effects and Polynomial Chaos Regression. IEEE Access 11 (2023)
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama
Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations. Reliab. Eng. Syst. Saf. 232 (2023)
Lavi Rizki Zuhal, Ghifari Adam Faza, Pramudita Satria Palar, Rhea Patricia Liem
On dimensionality reduction via partial least squares for Kriging-based reliability analysis with active learning. Reliab. Eng. Syst. Saf. 215 (2021)
Timothy Man Shui Jim, Ghifari Adam Faza, Pramudita Satria Palar, Koji Shimoyama
Bayesian methods for multi-objective optimization of a supersonic wing planform. GECCO Companion (2020)
Pramudita Satria Palar, Koji Shimoyama, Lavi Rizki Zuhal
Uncertainty quantification methods for evolutionary optimization under uncertainty. GECCO Companion (2020)
Pramudita Satria Palar, Yohanes Bimo Dwianto, Rommel G. Regis, Akira Oyama, Lavi Rizki Zuhal
Benchmarking constrained surrogate-based optimization on low speed airfoil design problems. GECCO (Companion) (2019)
Pramudita Satria Palar, Rhea Patricia Liem, Lavi Rizki Zuhal, Koji Shimoyama
On the use of surrogate models in engineering design optimization and exploration: the key issues. GECCO (Companion) (2019)
Kaifeng Yang, Pramudita Satria Palar, Michael Emmerich, Koji Shimoyama, Thomas Bäck
A multi-point mechanism of expected hypervolume improvement for parallel multi-objective bayesian global optimization. GECCO (2019)
Tinkle Chugh, Alma Rahat, Pramudita Satria Palar
Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels. LOD (2019)
Narendra Kurnia Putra, Pramudita Satria Palar, Hitomi Anzai, Koji Shimoyama, Makoto Ohta
Multiobjective design optimization of stent geometry with wall deformation for triangular and rectangular struts. Medical Biol. Eng. Comput. 57 (1) (2019)
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama
On the use of metaheuristics in hyperparameters optimization of gaussian processes. GECCO (Companion) (2019)
Pramudita Satria Palar, Koji Shimoyama
Ensemble of Kriging with Multiple Kernel Functions for Engineering Design Optimization. BIOMA (2018)
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama, Takeshi Tsuchiya
Global sensitivity analysis via multi-fidelity polynomial chaos expansion. Reliab. Eng. Syst. Saf. 170 (2018)
Pramudita Satria Palar, Kaifeng Yang, Koji Shimoyama, Michael Emmerich, Thomas Bäck
Multi-objective aerodynamic design with user preference using truncated expected hypervolume improvement. GECCO (2018)
Pramudita Satria Palar, Koji Shimoyama
Multiple Metamodels for Robustness Estimation in Multi-objective Robust Optimization. EMO (2017)
Pramudita Satria Palar, Koji Shimoyama
Exploiting gradient for kriging-based multi-objective aerodynamic optimization. SSCI (2017)
Pramudita Satria Palar, Koji Shimoyama
Polynomial-chaos-kriging-assisted efficient global optimization. SSCI (2017)
Pramudita Satria Palar, Koji Shimoyama
Exploiting active subspaces in global optimization: how complex is your problem? GECCO (Companion) (2017)
Pramudita Satria Palar, Koji Shimoyama
On multi-objective efficient global optimization via universal Kriging surrogate model. CEC (2017)
Pramudita Satria Palar, Koji Shimoyama
Exploiting Active Subspaces in Global Optimization: How Complex is your Problem? CoRR (2017)
Narendra Kurnia Putra, Pramudita Satria Palar, Hitomi Anzai, Koji Shimoyama, Makoto Ohta
In search for a better stent: Surrogate based multi-objective optimization of stent design under influence of vessel wall deformation. EMBC (2017)
Pramudita Satria Palar, Takeshi Tsuchiya, Geoffrey Thomas Parks
A comparative study of local search within a surrogate-assisted multi-objective memetic algorithm framework for expensive problems. Appl. Soft Comput. 43 (2016)
Pramudita Satria Palar, Yohanes Bimo Dwianto, Lavi Rizki Zuhal, Takeshi Tsuchiya
Framework for Robust Optimization Combining Surrogate Model, Memetic Algorithm, and Uncertainty Quantification. ICSI (1) (2016)
Pramudita Satria Palar, Takeshi Tsuchiya, Geoffrey T. Parks
Comparison of scalarization functions within a local surrogate assisted multi-objective memetic algorithm framework for expensive problems. CEC (2015)