An Adaptive Constraint Handling Technique for Evolutionary Algorithms

• Type: Article in International Conference Proceedings Book
• Date: 2010

Authors

Costa, L (Author) Other; Santo, IACPE (Author) Other; oliveira, p (Author) ICBAS

Conference proceedings International

Title: NUMERICAL ANALYSIS AND APPLIED MATHEMATICS, VOLS I-III

Pages: 975-978

International Conference on Numerical Analysis and Applied Mathematics

Rhodes, GREECE, SEP 19-25, 2010

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Other information

Authenticus ID: P-003-C58

DOI: 10.1063/1.3498659

Abstract (EN): In global optimization with evolutionary algorithms, constraint handling presents major difficulties, specially, in the case of equality constraints. Several techniques have been proposed to overcome this difficulty. In this work, an adaptive constraint handling technique is studied on a set of test problems with two evolutionary algorithms. The preliminary results seem to indicate that the proposed adaptive technique produces results with better quality in terms of objective function values and constraint violations.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 4