Multiobjective-based concepts to handle constraints in evolutionary algorithms | IEEE Conference Publication | IEEE Xplore

Multiobjective-based concepts to handle constraints in evolutionary algorithms


Abstract:

This paper presents the main multiobjective optimization concepts that have been used in evolutionary algorithms to handle constraints in global optimization problems. A ...Show More

Abstract:

This paper presents the main multiobjective optimization concepts that have been used in evolutionary algorithms to handle constraints in global optimization problems. A review of some approaches developed under these concepts is provided. Additionally, a comparison of four representative techniques using well-known test functions is shown. Finally, the analysis of the results obtained, based on three main points (quality, consistency and diversity) and some conclusions and future trends are also provided.
Date of Conference: 12-12 September 2003
Date Added to IEEE Xplore: 23 September 2003
Print ISBN:0-7695-1915-6
Conference Location: Tlaxcala, Mexico

References

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