Graybox optimization and next generation genetic algorithms

Nature inspired meta-heuristic algorithms have been widely used in order to find efficient solutions for optimisation problems, and granted results have been achieved. Particle swarm optimisation PSO algorithm is one of the most utilised algorithms in ...

Display Omitted The PSO performance depends on the fine tuning of different parametersWe contrasted the performance of four well-known GGGP approaches to evolve PSO algorithmsExperiments were performed on 32 optimization problems with different levels ...

We propose a method for applying genetic algorithms to create 3D terrain data sets. Existing procedural algorithms for generation of terrain have several shortcomings. The most popular approach, fractal-based terrain generation, is efficient, but is ...