Work

Constraint Boundary Wandering Framework: Enhancing Constrained Optimization With Deep Neural Networks

Year: 2025

Type: article

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI: 10.1109/tpami.2025.3560762

Authors: Shuang Wu, Shixiang Chen, Li Shen, Lefei Zhang, Dacheng Tao

Institutions: Wuhan University, University of Science and Technology of China, Sun Yat-sen University, Nanyang Technological University

Language: English

Topic: Advanced Optimization Algorithms Research

Subfield: Numerical Analysis

Field: Mathematics

Domain: Physical Sciences

Open Access status: closed

Funders: National Research Foundation Singapore, National Natural Science Foundation of China, Foundation for Innovative Research Groups of Hubei Province of China

Awards: G1463586485, G457964128

OpenAlex ID: W4409474068

FWCI: 1.02

Cites: 34

Cited by: 1

Related to: 10