Genetic Programming has been successfully used to perform automatic generation of robot programs. However, to improve robustness of the generated robot programs, each candidate solution was evaluated under many environments which required the substantial processing time. This study proposed a parallel implementation to reduce the execution time. By using a coarse-grained model for parallelizati...

a real-time optimization (rto) strategy incorporating the fuzzy sets theory is developed, where the problem constraints obtained from process considerations are treated in fuzzy environment. furthermore, the objective function is penalized by a fuzzified form of the key process constraints. to enable using conventional optimization techniques, the resulting fuzzy optimization problem is then re...

Optimum utilization of limited resources in the production floor demands that the production manager makes decisions on the best allocation of limited resources. This study applied linear programming techniques to production planning problem in a feed mill producing company. Linear Programming model was formulated based on data obtained from the company operations’ diary. Data was processed wit...

Network security defenses evolve, responding to real-time attack incidents, modifying the underlying topology, or reallocating defense systems across network. The present work emphasizes reducing time compute new optimal reallocations of systems, emerging remote attacks. proposed heuristic method utilizes parallel processing by slicing graphical model representing network solving in multiple mi...

Genetic Programming (GP) has long been applied to several SBSE problems. Recently there has been much interest in using GP and its variants to solve demanding problems in which the code evolved by GP is intended for deployment. This paper investigates the application of genetic improvement to a challenging problem of improving a well-studied system: a Boolean satisfiability (SAT) solver called ...

In the face of an oversupplied world pig market only the most efficient producers will stay in business. By and large these will be the operations that are able to more successfully exploit the genetic potential of their animals. Similarly, only those breeders who are able to demonstrate sustained genetic improvement will sell stock to the smaller number of large producers who are left. Althoug...