00954nas a2200133   4500000000100000000000100001000000100002008004100003100002500044245009600069300001200165490000700177520063600184       2013                            d1 aPrzemysław Sadowski00aGenerating efficient quantum circuits for preparing maximally multipartite entangled states  a13500670 v113 aIn this work we provide a method for generating quantum circuits preparing maximally multipartite entangled states using genetic programming. The presented method is faster that known realisations thanks to the applied fitness function and several modifications to the genetic programming schema. Moreover, we enrich the described method by the unique possibility to define an arbitrary structure of a system. We use the developed method to find new quantum circuits, which are simpler from known results. We also analyse the efficiency of generating entanglement in the spin chain system and in the system of complete connections.