A Directed Genetic Algorithms for Treating Linear Programming Problems
MA Bayoumi, Ehab Zaki Elfeky · The International Journal of the Computer, the Internet and Management · 2003
Most modifications of Genetic Algorithms (GAs) for solving optimization problems are to find some mathematical support to the GAs. This paper introduces a new GAs called Directed Genetic Algorithms (DGAs) that will be moved towards the optimal solution if it exists, for the given problem. These GAs at each generation know how far it is from the optimal solution.