A collaborative neurodynamic approach to global and combinatorial optimization

• Published in: Neural networks Vol. 114; pp. 15 - 27
• Main Authors: Che, Hangjun, Wang, Jun
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.06.2019
• Subjects: Augmented Lagrangian function; Collaborative neurodynamic approach; Combinatorial optimization; Global optimization; Global optimization; Collaborative neurodynamic approach; Augmented Lagrangian function; Combinatorial optimization

In this paper, a collaborative neurodynamic optimization approach is proposed for global and combinatorial optimization. First, a combinatorial optimization problem is reformulated as a global optimization problem. Second, a neurodynamic optimization model based on an augmented Lagrangian function i...