Understanding how search operators interact with solution representation is a critical step to
improving search. In Cartesian genetic programming (CGP), and genetic programming (GP) …

American Sign Language (ASL) is a well developed and standard way of communication for
hearing impaired people living in English speaking communities. Since the advent of …

Abstract Proficient Economic and Financial planning is critical to the successful and efficient
operation of power generating and distributing units. This planning becomes quite facile if …

Recently published evaluations of the topology and weight evolving artificial neural network
algorithm Cartesian genetic programming evolved artificial neural networks (CGPANN) have …

A novel neuro-evolutionary Cartesian genetic programming-based frame size estimator for
multimedia streaming applications has been proposed in this letter. The frame size obtained …

Networks are continuously growing in complexity, which creates challenges for determining
their most important characteristics. While analytical bounds are often too conservative, the …

A fast learning neural network based scheduling system is presented to predict the frames
on a single and multi-user MPEG-4 traffic and to distribute the bandwidth accordingly. MPEG …

The requirement for correct bandwidth allocation and management in a multitude of different
communication mediums has generated some exceedingly tedious challenges that need to …

To further improve the classification performance of EWNNs, an ensemble EWNN (EWNN-e)
was proposed. In this method, a genetic algorithm was used to prune trained EWNN …

This thesis proposes a methodology for the automatic design of neural networks via
Estimation ofDistribution Algorithms (EDA). The method evolves both topology and weights …