Abstract
The convexification of a noninferior frontier can be achieved in an appropriate equivalent objective space for general nonconvex multiobjective optimization problems. Specifically, this paper proves that taking the exponentials of the objective functions can act as a convexification scheme. This convexification scheme further leads to the exponential generating method that guarantees the identification of the entire set of noninferior solutions.
| Original language | English |
|---|---|
| Pages (from-to) | 183-199 |
| Journal | Journal of Optimization Theory and Applications |
| Volume | 99 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - Oct 1998 |
| Externally published | Yes |
Research Keywords
- Convexification
- Exponential generating method
- Multiobjective optimization
- Nonconvex optimization
- Noninferior frontier
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