multiobjective optimization – Page 10

Dynamic Weighted Aggregation for Evolutionary Multiobjective Optimization

Published: 2001/03/12, Updated: 2006/03/29

Yaochu Jin

Weighted sum based approaches to multiobjective optimization is computationally very efficient. However,they have two main weakness: 1) Only one Pareto solution can be obtained in one run 2) The solutions in the concave part of the Pareto front cannot be obtained. This paper proposes a new theory on multiobjective optimization using weighted aggregation approach. Based … Read more

On the global convergence of an SLP-filter algorithm

Published: 2000/08/21, Updated: 2001/05/25

Nonlinear Optimization filter, global convergence, multiobjective optimization, nonlinear programming, slp

A mechanism for proving global convergence infilter-type methods for nonlinear programming is described. Such methods are characterized by their use of the dominance concept of multi objective optimization, instead of a penalty parameter whose adjustment can be problematic. The main point of interest is to demonstrate how convergence for NLP can be induced without forcing … Read more