Koji Shimoyama
Orcid: 0000-0001-8896-7707
According to our database1,
Koji Shimoyama
authored at least 39 papers
between 2005 and 2023.
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Bibliography
2023
Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations.
Reliab. Eng. Syst. Saf., April, 2023
Global Sensitivity Analysis in Aerodynamic Design Using Shapley Effects and Polynomial Chaos Regression.
IEEE Access, 2023
2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Combined kriging surrogate model for efficient global optimization using the optimal weighting method.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Multiobjective design optimization of stent geometry with wall deformation for triangular and rectangular struts.
Medical Biol. Eng. Comput., 2019
A multi-point mechanism of expected hypervolume improvement for parallel multi-objective bayesian global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
On the use of surrogate models in engineering design optimization and exploration: the key issues.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Reliab. Eng. Syst. Saf., 2018
Multi-objective aerodynamic design with user preference using truncated expected hypervolume improvement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Ensemble of Kriging with Multiple Kernel Functions for Engineering Design Optimization.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018
2017
Expected Improvement of Penalty-Based Boundary Intersection for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2017
Kriging surrogate model with coordinate transformation based on likelihood and gradient.
J. Glob. Optim., 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Multiple Metamodels for Robustness Estimation in Multi-objective Robust Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
In search for a better stent: Surrogate based multi-objective optimization of stent design under influence of vessel wall deformation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
On multi-objective efficient global optimization via universal Kriging surrogate model.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Evolutionary algorithm with parallel evaluation strategy using constrained penalty-based boundary intersection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Kriging Surrogate Model Enhanced by Coordinate Transformation of Design Space Based on Eigenvalue Decomposition.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Effects of the number of design variables on performances in Kriging-model-based many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Evolutionary algorithm with parallel evaluation strategy of feasible and infeasible solutions considering total constraint violation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Kriging model based many-objective optimization with efficient calculation of expected hypervolume improvement.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Kriging-surrogate-based optimization considering expected hypervolume improvement in non-constrained many-objective test problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Aerodynamic optimization using building cube method and data mining with proper orthogonal decomposition.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
Comparison of the criteria for updating Kriging response surface models in multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Erratum to: Implementation of visual data mining for unsteady blood flow field in an aortic aneurysm.
J. Vis., 2011
Implementation of visual data mining for unsteady blood flow field in an aortic aneurysm.
J. Vis., 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
Material design optimization for a sport shoe sole by evolutionary computation and FEM analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Aerodynamic Multiobjective Design Exploration of a Flapping Airfoil Using a Navier-Stokes Solver.
J. Aerosp. Comput. Inf. Commun., 2009
Development and investigation of efficient GA/PSO-HYBRID algorithm applicable to real-world design optimization.
IEEE Comput. Intell. Mag., 2009
2008
J. Aerosp. Comput. Inf. Commun., 2008
2007
An approach for multi-objective robust optimization assisted by response surface approximation and visual data-mining.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2005
A new efficient and useful robust optimization approach - design for multi-objective six sigma.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005