To explore or to exploit: An entropy-driven approach for evolutionary algorithms
Shih-Hsi Alex Liu, Marjan Mernik, Barrett R. Bryant · International Journal of Knowledge-based and Intelligent Engineering Systems · 2009
An evolutionary algorithm is an optimization process comprising two important aspects: exploration discovers potential offspring in new search regions; and exploitation utilizes promising solutions already identified. Intelligent balance between thes