Titlebook: Genetic Programming Theory and Practice VIII; Rick Riolo,Trent McConaghy,Ekaterina Vladislavleva Book 2011 Springer Science+Business Media

亵渎

Covariant Tarpeian Method for Bloat Control in Genetic Programming, in such a way to guarantee that the mean program size will either keep a particular value (e.g., its initial value) or will follow a schedule chosen by the user. The mathematical derivation of the technique as well as its numerical and empirical corroboration are presented.

Adrenal-Glands

Composition of Music and Financial Strategies via Genetic Programming,applications, a specialized genome representation is used in order to break the problem down into smaller instances and put them back together. Results showing the applicability of the approaches are presented.

售穴

finale

Ringworm

期满

COKE

Ensemble Classifiers: AdaBoost and Orthogonal Evolution of Teams,noise - suggesting that the hierarchical approach is less subject to over-fitting than voting techniques. The results also suggest that there are specific problems and features of problems that make thembetter suited for different training algorithms and different cooperation mechanisms.

Coordinate

Age-Fitness Pareto Optimization,tion complexities and number of variables. Our results indicate that the multi-objective approach identifies the exact target solution more often than the age-layered population and standard population methods. The multi-objective method also performs better on higher complexity problems and higher

继而发生

先兆

Genetic Programming Transforms in Linear Regression Situations, given as well. The application benefits of the proposed approach are illustrated with a real industrial application in one of the broadest empirical modeling areas in manufacturing - robust inferential sensors. The chapter contributes to increasing the awareness of the potential of GP in statistica