Markov Networks in Evolutionary Computation

• Corporate Author: SpringerLink (Online service)
• Other Authors: Shakya, Siddhartha (Editor), Santana, Roberto (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
• Series: Adaptation, Learning, and Optimization, 14
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Evolutionary economics.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Institutional/Evolutionary Economics.

Markov networks and other probabilistic graphical modes have recently received an upsurge in attention from Evolutionary computation community, particularly in the area of Estimation of distribution algorithms (EDAs).  EDAs have arisen as one of the most successful experiences in the application of...