Schema Theorem of Real-Coded Nonlinear Genetic Algorithm
نویسندگان
چکیده
Through mechanism analysis of simple genetic algorithm(SGA),every genetic operator can be considered as a linear function. So some disadvantages of SGA may be solved if genetic operators are modified to nonlinear function. According to the above method, nonlinear genetic algorithm(NGA) is introduced. By the analysis of the concept of schema, new schema theorem is proved. The above work establishes a completely new mathematical analytic method of genetic algorithms schema theory and contributes much to perfection and development of the theory of genetic algorithm.
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