Finding Global Minima with a Filled Function Approach for Non-Smooth Global Optimization
A filled function approach is proposed for solving a non-smooth unconstrained global optimization problem. First, the definition of filled function in Zhang (2009) for smooth global optimization is extended to non-smooth case and a new one is put forwarded. Then, a novel filled function is proposed...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2010-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2010/843609 |
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| Summary: | A filled function approach is proposed for solving a non-smooth unconstrained
global optimization problem. First, the definition of filled function in Zhang (2009) for smooth global
optimization is extended to non-smooth case and a new one is put forwarded. Then, a novel filled
function is proposed for non-smooth the global optimization and a corresponding non-smooth algorithm
based on the filled function is designed. At last, a numerical test is made. The computational results
demonstrate that the proposed approach is effcient and reliable. |
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| ISSN: | 1026-0226 1607-887X |