Genetic Programming Theory and Practice X (Genetic and Evolutionary Computation)

Genetic Programming Theory and Practice X (Genetic and Evolutionary Computation)

These contributions, written by means of the most important foreign researchers and practitioners of Genetic Programming (GP), discover the synergy among theoretical and empirical effects on real-world difficulties, generating a accomplished view of the cutting-edge in GP.

Topics during this quantity comprise: evolutionary constraints, leisure of choice mechanisms, variety protection options, flexing health evaluate, evolution in dynamic environments, multi-objective and multi-modal choice, foundations of evolvability, evolvable and adaptive evolutionary operators, beginning of  injecting specialist wisdom in evolutionary seek, research of challenge trouble and required GP set of rules complexity, foundations in working GP at the cloud – communique, cooperation, versatile implementation, and ensemble equipment. extra focal issues for GP symbolic regression are: (1) the necessity to warrantly convergence to strategies within the functionality discovery mode; (2) matters on version validation; (3) the necessity for version research workflows for perception new release in accordance with generated GP ideas – version exploration, visualization, variable choice, dimensionality research; (4) concerns in combining varieties of facts.

Readers will observe large-scale, real-world functions of GP to numerous challenge domain names through in-depth displays of the newest and most vital results.

Show sample text content

Download sample