Explicitly Constrained Black-Box Optimization With Disconnected Feasible Domains Using Deep Generative Models

Explicitly Constrained Black-Box Optimization With Disconnected Feasible Domains Using Deep Generative Models

We tackle explicitly constrained black-box continuous optimization problems in which the feasible domain forms a union of disconnected feasible subdomains. The decoder-based constraint-handling technique is a promising approach when the feasible domain is disconnected. However, the design of a reaso...

Full description

Bibliographic Details
Main Authors: Naoki Sakamoto, Rei Sato, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Black-box optimization
constraint handling
deep learning
disconnected feasible domain
evolutionary computation
explicit constraint
Online Access:https://ieeexplore.ieee.org/document/9940284/

Internet

https://ieeexplore.ieee.org/document/9940284/

Similar Items