{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T06:56:29Z","timestamp":1747810589250},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642326141"},{"type":"electronic","value":"9783642326158"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-32615-8_9","type":"book-chapter","created":{"date-parts":[[2012,7,24]],"date-time":"2012-07-24T08:50:30Z","timestamp":1343119830000},"page":"59-73","source":"Crossref","is-referenced-by-count":3,"title":["Algorithmically Transitive Network: A Self-organizing Data-Flow Network with Learning"],"prefix":"10.1007","author":[{"given":"Hideaki","family":"Suzuki","sequence":"first","affiliation":[]},{"given":"Hiroyuki","family":"Ohsaki","sequence":"additional","affiliation":[]},{"given":"Hidefumi","family":"Sawai","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"9_CR1","unstructured":"aiSee: Commercial software for visualizing graphs with various algorithms such as rubberband, http:\/\/www.aisee.com\/"},{"issue":"3","key":"9_CR2","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1023\/A:1011953410319","volume":"2","author":"K.L. Downing","year":"2001","unstructured":"Downing, K.L.: Reinforced genetic programming. Genetic Programming and Evolvable Machines\u00a02(3), 259\u2013288 (2001)","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"9_CR3","unstructured":"Haykin, S.: Neural networks and learning machines. Prentice-Hall, Inc. (2009)"},{"key":"9_CR4","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1113\/jphysiol.1952.sp004764","volume":"117","author":"A.L. Hodgkin","year":"1952","unstructured":"Hodgkin, A.L., Huxley, A.F.: A quantitative description of membrane current and its application to conduction and excitation in nerve. Journal of Physiology\u00a0117, 500\u2013544 (1952)","journal-title":"Journal of Physiology"},{"key":"9_CR5","unstructured":"Iba, H.: Multi-agent reinforcement learning with genetic programming. In: Koza, J.R., et al. (eds.) Genetic Programming 1998: Proceedings of the Third Annual Conference (GP 1998), pp. 167\u2013172 (1998)"},{"key":"9_CR6","volume-title":"Genetic Programming: on the Programming of Computers by Means of Natural Selection","author":"J.R. Koza","year":"1992","unstructured":"Koza, J.R.: Genetic Programming: on the Programming of Computers by Means of Natural Selection. MIT Press, Boston (1992)"},{"key":"9_CR7","volume-title":"Genetic Programming II: Automatic Discovery of Reusable Programs","author":"J.R. Koza","year":"1994","unstructured":"Koza, J.R.: Genetic Programming II: Automatic Discovery of Reusable Programs. MIT Press, Boston (1994)"},{"key":"9_CR8","volume-title":"Genetic programming III: darwinian invention and problem solving","author":"J.R. Koza","year":"1999","unstructured":"Koza, J.R., Bennett III, F.H., Andre, D., Keane, M.A.: Genetic programming III: darwinian invention and problem solving. MIT Press, Boston (1999)"},{"key":"9_CR9","unstructured":"Kumazawa, I.: Learning and neural network. Morikita Publishing Company, Tokyo (1998) (Japanese)"},{"issue":"3","key":"9_CR10","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1162\/evco.2007.15.3.369","volume":"15","author":"S. Mabu","year":"2007","unstructured":"Mabu, S., Hirasawa, K., Hu, J.: A graph-based evolutionary algorithm: genetic network programming (GNP) and its extension using reinforcement learning. Evolutionary Computation\u00a015(3), 369\u2013398 (2007)","journal-title":"Evolutionary Computation"},{"key":"9_CR11","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/BF02478259","volume":"5","author":"W.S. McCulloch","year":"1943","unstructured":"McCulloch, W.S., Pitts, W.: A logical calculation of the ideas immanent in nervous activity. Bullet. Math. Biophysics\u00a05, 115\u2013133 (1943)","journal-title":"Bullet. Math. Biophysics"},{"key":"9_CR12","unstructured":"Miller, J.F.: An empirical study of the efficiency of learning boolean functions using a cartesian genetic programming approach. In: Banzhaf, W., et al. (eds.) Proceedings of the Genetic and Evolutionary Computation Conference, vol.\u00a02, pp. 1135\u20131142. Morgan Kaufmann (1999)"},{"issue":"2","key":"9_CR13","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1109\/TEVC.2006.871253","volume":"10","author":"J.F. Miller","year":"2006","unstructured":"Miller, J.F., Smith, S.L.: Redundancy and computational efficiency in cartesian genetic programming. IEEE Transactions on Evolutionary Computation\u00a010(2), 167\u2013174 (2006)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"issue":"4","key":"9_CR14","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1109\/4235.942530","volume":"5","author":"N.Y. Nikolaev","year":"2001","unstructured":"Nikolaev, N.Y., Iba, H.: Regularization Approach to Inductive Genetic Programming. IEEE Transactions on Evolutionary Computation\u00a05(4), 359\u2013375 (2001)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"9_CR15","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by back-propagating errors. Nature\u00a0323, 533\u2013536 (1986)","journal-title":"Nature"},{"key":"9_CR16","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/5236.001.0001","volume-title":"The PDP Research Group: Parallel Distributed Processing","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning internal representations by error propagation. In: McClelland, J.L., Rumelhart (eds.) The PDP Research Group: Parallel Distributed Processing, vol.\u00a01. MIT Press, Cambridge (1986)"},{"key":"9_CR17","first-page":"145","volume":"1","author":"T.J. Sejnowski","year":"1987","unstructured":"Sejnowski, T.J., Rosenberg, C.R.: Parallel networks that learn to pronounce English text. Complex Systems\u00a01, 145\u2013168 (1987)","journal-title":"Complex Systems"},{"volume-title":"Data flow computing: Theory and practice","year":"1992","key":"9_CR18","unstructured":"Sharp, J.A. (ed.): Data flow computing: Theory and practice. Ablex Publishing Corp., Norwood (1992)"},{"key":"9_CR19","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1016\/j.biosystems.2006.09.005","volume":"87","author":"H. Suzuki","year":"2007","unstructured":"Suzuki, H.: Mathematical folding of node chains in a molecular network. BioSystems\u00a087, 125\u2013135 (2007)","journal-title":"BioSystems"},{"key":"9_CR20","doi-asserted-by":"publisher","first-page":"869","DOI":"10.1071\/CH06182","volume":"59","author":"H. Suzuki","year":"2006","unstructured":"Suzuki, H.: An approach toward emulating molecular interaction with a graph. Australian Journal of Chemistry\u00a059, 869\u2013873 (2006)","journal-title":"Australian Journal of Chemistry"},{"key":"9_CR21","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1016\/j.biosystems.2008.05.017","volume":"94","author":"H. Suzuki","year":"2008","unstructured":"Suzuki, H.: A network cell with molecular agents that divides from centrosome signals. BioSystems\u00a094, 118\u2013125 (2008)","journal-title":"BioSystems"},{"key":"9_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/978-3-642-13523-1_26","volume-title":"Unconventional Computation","author":"H. Suzuki","year":"2010","unstructured":"Suzuki, H., Ohsaki, H., Sawai, H.: A Network-Based Computational Model with Learning. In: Calude, C.S., Hagiya, M., Morita, K., Rozenberg, G., Timmis, J. (eds.) UC 2010. LNCS, vol.\u00a06079, pp. 193\u2013193. Springer, Heidelberg (2010)"},{"key":"9_CR23","unstructured":"Suzuki, H., Ohsaki, H., Sawai, H.: Algorithmically Transitive Network: a new computing model that combines artificial chemistry and information-communication engineering. In: Proceedings of the 24th Annual Conference of Japanese Society for Artificial Intelligence (JSAI), pp. 2H1-OS4-5 (2010) (Japanese)"},{"key":"9_CR24","doi-asserted-by":"crossref","unstructured":"Suzuki, H., Ohsaki, H., Sawai, H.: An agent-based neural computational model with learning. Frontiers in Neuroscience. Conference Abstract: Neuroinformatics (2010), doi:10.3389\/conf.fnins.2010.13.00021","DOI":"10.3389\/conf.fnins.2010.13.00021"},{"key":"9_CR25","unstructured":"Teller, A., Veloso, M.: PADO: Learning tree-structured algorithm for orchestration into an object recognition system. Carnegie Mellon University Technical Report, CMU-CS-95-101 (1995)"},{"issue":"2","key":"9_CR26","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/231699.231701","volume":"26","author":"D.L. Tennenhouse","year":"1996","unstructured":"Tennenhouse, D.L., Wetherall, D.J.: Towards an active network architecture. ACM Computer Communication Review\u00a026(2), 5\u201318 (1996)","journal-title":"ACM Computer Communication Review"},{"key":"9_CR27","unstructured":"Werbos, P.J.: The roots of backpropagation: From ordered derivatives to neural networks and political forecasting. In: Adaptive and Learning Systems for Signal Processing, Communications and Control Series. Wiley Interscience (1994)"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Bio-Inspired Models of Network, Information, and Computing Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-32615-8_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,11]],"date-time":"2020-07-11T10:57:59Z","timestamp":1594465079000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-32615-8_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642326141","9783642326158"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-32615-8_9","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2012]]}}}