A family of adaptive penalty schemes for steady-state genetic algorithms

• Published in: 2012 IEEE Congress on Evolutionary Computation pp. 1 - 8
• Main Authors: Lemonge, A. C. C., Barbosa, H. J. C., Bernardino, H. S.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2012
• Subjects: Benchmark testing; Electronic mail; Evolutionary computation; Genetic algorithms; Optimization; Shafts; Steady-state

Real world engineering optimization problems are often subject to constraints which are complex implicit functions of the design variables. Frequently, such constrained problems are replaced by unconstrained ones by means of penalty functions. A family of adaptive penalty schemes for steady-state ge...