Using Evolutionary Computation on GPS Position Correction

Using Evolutionary Computation on GPS Position Correction

More and more devices are equipped with global positioning system (GPS). However, those handheld devices with consumer-grade GPS receivers usually have low accuracy in positioning. A position correction algorithm is therefore useful in this case. In this paper, we proposed an evolutionary computation based technique to generate a correction function by two GPS receivers and a known reference lo...

Position Paper on Scalability of Evolutionary Computation

We have been researching methods developed for designing behaviors and a directed cyclic graph for an optimized behavior selection mechanism for autonomous mobile robots to use in unoccupied aerial vehicles (UAVs) performing swarm based automatic target recognition. Our work is based on managing level of behavior, where behavior algorithms that are initially developed using evolutionary computi...

Distributed Evolutionary Computation using REST

— This paper analises distributed evolutionary computation based on the Representational State Transfer (REST) protocol, which overlays a farming model on evolutionary computation. An approach to evolutionary distributed optimisation of multilayer perceptrons (MLP) using REST and language Perl has been done. In these experiments, a master-slave based evolutionary algorithm (EA) has been impleme...

A New Method for Geolocating of Radiation Sources Based on Evolutionary Computation of TDOA Equations

In this article a new method is introduced for geolocating of signal emitters which is based on evolutionary computation (EC) concept. In the proposed method two well-known members of EC techniques including Bees Algorithm (BA) and Genetic Algorithm (GA), are utilized to estimate the positions of emitters by optimizing the hyperbola equations which have been resulted from Time Difference of Arr...

Ieee Transactions on Evolutionary Computation