[1] Schaffer J D,Whitley D,Eshelman L J.Combinations of genetic algorithms and neural networks:A survey of the state of the art .Proceedings of International Workshop on Combinations of Genetic Algorithms and Neural Networks .Los Alamitos,CA:IEEE Computer Society Press,1992.1-37.[2] Yao X.A review of evolutionary artificial neural networks[J].International Journal of Intelligent Systems,1993,8(4):539-567.[3] Whitley D.An overview of evolutionary algorithms:Practical issues and common pitfalls[J].Information and Software Technology,2001,43(14):817-831.[4] Yao X.Evolving artificial neural networks[J].Proceedings of the IEEE,1999,87(9):1423-1447.[5] Stanley K O,Miikkulainen R.A taxonomy for artificial embryogeny[J].Artifical Life,2003,9(2):93-130.[6] Roggen D,Federici D,Floreano D.Evolutionary morphogenesis for multi-cellular systems[J].Genetic Programming and Evolvable Machines,2007,8(1):61-96.[7] Clune J,Stanley K O,Pennock R T,Ofria C.On the performance of indirect encoding across the continuum of regularity[J].IEEE Transactions on Evolutionary Computation,2011,15(3):346-367.[8] Kitano H.Designing neural networks using genetic algorithms with graph generation system[J].Complex Systems,1990,4(4):461-476.[9] Boers E J W,Kuiper H.Biological metaphors and the design of modular artificial neural networks .The Netherlands:Leiden University,1992.[10] Campos L M L,Roisenberg M,Oliveira R C L.Automatic design of neural networks with L-systems and genetic algorithms-A biologically inspired methodology .The 2011 International Joint Conference on Neural Networks .Piscataway,NJ:IEEE Press,2011.1199-1206.[11] Jung S Y.A topographical method for the development of neural networks for artificial brain evolution[J].Artificial Life,2005,11(3):293-316.[12] Mouret J B,Doncieux S.Mennag:A modular,regular and hierarchical encoding for neural-networks based on attribute grammars[J].Evolutionary Intelligence,2008,1(3):187-207.[13] Gruau F.Neural network synthesis using cellular encoding and the genetic algorithm .France:Ecole Normale Suprieure de Lyon,1994.[14] Luke S,Spector L.Evolving graphs and networks with edge encoding:Preliminary report .Late Breaking Papers at the Genetic Programming Conference .Stanford,CA:Stanford Bookstore,1996.117-124.[15] Suchorzewski M.Evolving scalable and modular adaptive networks with developmental symbolic encoding[J].Evolutionary Intelligence,2011,4(3):145-163.[16] Astor J C,Adami C.A developmental model for the evolution of artificial neural networks[J].Artificial Life,2000,6(3):189-218.[17] Dellaert F,Beer R.D.A developmental model for the evolution of complete autonomous agents .Proceedings of the 4th International Conference on Simulation of Adaptive Behavior .Cambridge,MA:MIT Press,1996.393-401.[18] Federici D.A regenerating spiking neural network[J].Neural Networks,2005,18(56):746-754.[19] 蔺想红,张田文,张贵仓.进化大规模脉冲神经网络的发育方法[J].计算机学报,2012,35(12):2633-2644. Lin Xianghong,Zhang Tianwen,Zhang Guicang.A developmental method for evolving large-scale spiking neural networks[J].Chinese Journal of Computers,2012,35(12):2633-2644.(in Chinese)[20] Stanley K O.Compositional pattern producing networks:A novel abstraction of development[J].Genetic Programming and Evolvable Machines,2007,8(2):131-162.[21] Stanley K O,D'Ambrosio D B,Gauci J.A hypercube-based encoding for evolving large-scale neural networks[J].Artificial Life,2009,15(2):185-212.[22] Risi S,Stanley K O.An enhanced hypercube-based encoding for evolving the placement,density,and connectivity of neurons[J].Artificial Life,2012,18(4):331-363.[23] Hoang T H,McKay R I,Essam D,Hoai N X.On synergistic interactions between evolution,development and layered learning[J].IEEE Transactions on Evolutionary Computation,2011,15(3):287-312.[24] Lin X H,Zhang T W.Structure and dynamics of artificial regulatory networks evolved by segmental duplication and divergence model[J].International Journal of Automation and Computing,2010,7(1):105-114.[25] Stanley K O,Miikkulainen R.Evolving neural networks through augmenting topologies[J].Evolutionary Computation,2002,10(2):99-127. |