An Efficient Constrained Global Optimization Algorithm with a Clustering-Assisted Multiobjective Infill Criterion Using Gaussian Process Regression for Expensive Problems

Information Sciences ◽

10.1016/j.ins.2021.05.015 ◽

2021 ◽

Author(s):

Puyu Jiang ◽

Yuansheng Cheng ◽

Jiaxiang Yi ◽

Jun Liu

Keyword(s):

Global Optimization ◽

Gaussian Process ◽

Optimization Algorithm ◽

Gaussian Process Regression ◽

Constrained Global Optimization ◽

Global Optimization Algorithm ◽

Expensive Problems

Download Full-text

A Hybrid Global Optimization Algorithm Based on Particle Swarm Optimization and Gaussian Process

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.191101.004 ◽

2019 ◽

Author(s):

Yan Zhang ◽

Hongyu Li ◽

Enhe Bao ◽

Lu Zhang ◽

Aiping Yu

Keyword(s):

Global Optimization ◽

Particle Swarm Optimization ◽

Gaussian Process ◽

Optimization Algorithm ◽

Particle Swarm ◽

Global Optimization Algorithm ◽

Swarm Optimization

Download Full-text

A Kriging-based constrained global optimization algorithm for expensive black-box functions with infeasible initial points

Journal of Global Optimization ◽

10.1007/s10898-016-0455-z ◽

2016 ◽

Vol 67 (1-2) ◽

pp. 343-366 ◽

Author(s):

Yaohui Li ◽

Yizhong Wu ◽

Jianjun Zhao ◽

Liping Chen

Keyword(s):

Global Optimization ◽

Optimization Algorithm ◽

Black Box ◽

Constrained Global Optimization ◽

Global Optimization Algorithm

Download Full-text

Parallel Global Optimization Algorithm with Uniform Convergence for Solving a Set of Constrained Global Optimization Problems

Communications in Computer and Information Science - Advances in Optimization and Applications ◽

10.1007/978-3-030-65739-0_4 ◽

2020 ◽

pp. 38-52

Author(s):

Vladislav Sovrasov ◽

Konstantin Barkalov

Keyword(s):

Global Optimization ◽

Uniform Convergence ◽

Optimization Algorithm ◽

Optimization Problems ◽

Constrained Global Optimization ◽

Global Optimization Algorithm

Download Full-text

A Constrained Global Optimization Algorithm with Application to PI Robust Synthesis

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)36233-x ◽

2000 ◽

Vol 33 (14) ◽

pp. 225-230

Author(s):

D. Famularo ◽

P. Pulgliese ◽

Ya.D. Sergeyev

Keyword(s):

Global Optimization ◽

Optimization Algorithm ◽

Constrained Global Optimization ◽

Global Optimization Algorithm ◽

Robust Synthesis

Download Full-text

Designing superresolution optical pupil filter with constrained global optimization algorithm

Optik ◽

10.1016/j.ijleo.2007.03.001 ◽

2008 ◽

Vol 119 (10) ◽

pp. 481-484 ◽

Author(s):

Li Liu ◽

Guiying Wang

Keyword(s):

Global Optimization ◽

Optimization Algorithm ◽

Constrained Global Optimization ◽

Global Optimization Algorithm

Download Full-text

A Deterministic Constrained Global Optimization Algorithm Without Penalty Function

17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ◽

10.2514/6.2016-4296 ◽

2016 ◽

Author(s):

Jiaxun Kou ◽

Teng Long ◽

Zhu Wang ◽

Yonglu Wen ◽

Li Liu

Keyword(s):

Global Optimization ◽

Penalty Function ◽

Optimization Algorithm ◽

Constrained Global Optimization ◽

Global Optimization Algorithm

Download Full-text

A RBF-based constrained global optimization algorithm for problems with computationally expensive objective and constraints

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-018-1987-2 ◽

2018 ◽

Vol 58 (4) ◽

pp. 1633-1655 ◽

Author(s):

Yizhong Wu ◽

Qian Yin ◽

Haoxiang Jie ◽

Boxing Wang ◽

Jianjun Zhao

Keyword(s):

Global Optimization ◽

Optimization Algorithm ◽

Constrained Global Optimization ◽

Global Optimization Algorithm ◽

Computationally Expensive

Download Full-text

An efficient global optimization algorithm based on augmented radial basis function

International Journal for Simulation and Multidisciplinary Design Optimization ◽

10.1051/smdo:2008006 ◽

2008 ◽

Vol 2 (1) ◽

pp. 49-55 ◽

Author(s):

Yun-Kang Sui ◽

Shan-Po Li ◽

Ying-Qiao Guo

Keyword(s):

Global Optimization ◽

Radial Basis Function ◽

Optimization Algorithm ◽

Basis Function ◽

Efficient Global Optimization ◽

Global Optimization Algorithm ◽

Download Full-text

Branch-and-Sandwich: a deterministic global optimization algorithm for optimistic bilevel programming problems. Part II: Convergence analysis and numerical results

Journal of Global Optimization ◽

10.1007/s10898-013-0120-8 ◽

2014 ◽

Vol 60 (3) ◽

pp. 459-481 ◽

Author(s):

Polyxeni-M. Kleniati ◽

Claire S. Adjiman

Keyword(s):

Global Optimization ◽

Convergence Analysis ◽

Optimization Algorithm ◽

Bilevel Programming ◽

Numerical Results ◽

Deterministic Global Optimization ◽

Global Optimization Algorithm ◽

Bilevel Programming Problems

Download Full-text

An enhanced hybrid and adaptive meta-model based global optimization algorithm for engineering optimization problems

Science China Technological Sciences ◽

10.1007/s11431-016-6068-4 ◽

2016 ◽

Vol 59 (8) ◽

pp. 1147-1155 ◽

Author(s):

Guan Zhou ◽

LiBin Duan ◽

WanZhong Zhao ◽

ChunYan Wang ◽

ZhengDong Ma ◽

...

Keyword(s):

Global Optimization ◽

Optimization Algorithm ◽

Optimization Problems ◽

Engineering Optimization ◽

Global Optimization Algorithm ◽

Model Based ◽

Engineering Optimization Problems

Download Full-text