{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:52:26Z","timestamp":1740099146034,"version":"3.37.3"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319924342"},{"type":"electronic","value":"9783319924359"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-92435-9_15","type":"book-chapter","created":{"date-parts":[[2018,5,30]],"date-time":"2018-05-30T09:09:58Z","timestamp":1527671398000},"page":"204-216","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Phase Transitions in Swarm Optimization Algorithms"],"prefix":"10.1007","author":[{"given":"Tom\u00e1\u0161","family":"Vantuch","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ivan","family":"Zelinka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"Adamatzky","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norbert","family":"Marwan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,31]]},"reference":[{"issue":"2","key":"15_CR1","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1016\/j.physleta.2009.10.072","volume":"374","author":"A Adamatzky","year":"2009","unstructured":"Adamatzky, A.: Hot ice computer. Phys. Lett. A 374(2), 264\u2013271 (2009)","journal-title":"Phys. Lett. A"},{"key":"15_CR2","doi-asserted-by":"publisher","unstructured":"Adamatzky, A.: Advances in Physarum Machines: Sensing and Computing with Slime Mould., vol. 21. Springer, Switzerland (2016). \nhttps:\/\/doi.org\/10.1007\/978-3-319-26662-6","DOI":"10.1007\/978-3-319-26662-6"},{"issue":"5","key":"15_CR3","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1002\/cplx.21645","volume":"21","author":"A Adamatzky","year":"2016","unstructured":"Adamatzky, A., Jones, J.: On using compressibility to detect when slime mould completed computation. Complexity 21(5), 162\u2013175 (2016)","journal-title":"Complexity"},{"issue":"4","key":"15_CR4","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1007\/s11047-007-9049-5","volume":"6","author":"A Banks","year":"2007","unstructured":"Banks, A., Vincent, J., Anyakoha, C.: A review of particle swarm optimization. part i: background and development. Nat. Comput. 6(4), 467\u2013484 (2007)","journal-title":"Nat. Comput."},{"key":"15_CR5","unstructured":"Bergstra, J., Bengio, Y.: Random search for hyper-parameter optimization. J. Mach. Learn. Res. 13, 281\u2013305 (2012)"},{"issue":"7","key":"15_CR6","doi-asserted-by":"publisher","first-page":"1413","DOI":"10.1162\/089976604323057443","volume":"16","author":"N Bertschinger","year":"2004","unstructured":"Bertschinger, N., Natschl\u00e4ger, T.: Real-time computation at the edge of chaos in recurrent neural networks. Neural Comput. 16(7), 1413\u20131436 (2004)","journal-title":"Neural Comput."},{"issue":"3","key":"15_CR7","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1007\/s12064-011-0146-8","volume":"131","author":"J Boedecker","year":"2012","unstructured":"Boedecker, J., Obst, O., Lizier, J.T., Mayer, N.M., Asada, M.: Information processing in echo state networks at the edge of chaos. Theory Biosci. 131(3), 205\u2013213 (2012)","journal-title":"Theory Biosci."},{"key":"15_CR8","first-page":"189","volume":"29","author":"M Burgin","year":"1984","unstructured":"Burgin, M.: Inductive turing machines with a multiple head and kolmogorov algorithms. Sov. Math. Dokl. 29, 189\u2013193 (1984)","journal-title":"Sov. Math. Dokl."},{"key":"15_CR9","unstructured":"Burgin, M., Adamatzky, A.: Structural machines and slime mould computation. Int. J. Gen. Syst. 42, 1\u201324 (2017)"},{"key":"15_CR10","doi-asserted-by":"publisher","unstructured":"Costello, B.D.L., Adamatzky, A.: Calculating voronoi diagrams using chemical reactions. In: Advances in Unconventional Computing, pp. 167\u2013198. Springer, Switzerland (2017). \nhttps:\/\/doi.org\/10.1007\/978-3-319-33921-4","DOI":"10.1007\/978-3-319-33921-4"},{"key":"15_CR11","unstructured":"Cover, T.M., Thomas, J.A.: Elements of Information Theory. Wiley, Hoboken (2012)"},{"key":"15_CR12","unstructured":"Crutchfield, J.P., Young, K.: Computation at the onset of chaos. In: The Santa Fe Institute, Westview, Citeseer (1988)"},{"issue":"2","key":"15_CR13","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1109\/TEVC.2007.896686","volume":"12","author":"Y Valle Del","year":"2008","unstructured":"Del Valle, Y., Venayagamoorthy, G.K., Mohagheghi, S., Hernandez, J.C., Harley, R.G.: Particle swarm optimization: basic concepts, variants and applications in power systems. IEEE Trans. Evol. Comput. 12(2), 171\u2013195 (2008)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"3","key":"15_CR14","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1016\/j.plrev.2006.07.001","volume":"3","author":"C Detrain","year":"2006","unstructured":"Detrain, C., Deneubourg, J.L.: Self-organized structures in a superorganism: do ants \u201cbehave\" like molecules? Phys. Life Rev. 3(3), 162\u2013187 (2006)","journal-title":"Phys. Life Rev."},{"key":"15_CR15","doi-asserted-by":"crossref","unstructured":"Kadmon, J., Sompolinsky, H.: Transition to chaos in random neuronal networks. Phys. Rev. X 5(4), 041030 (2015)","DOI":"10.1103\/PhysRevX.5.041030"},{"key":"15_CR16","volume-title":"Nonlinear Time Series Analysis","author":"H Kantz","year":"1997","unstructured":"Kantz, H., Schreiber, T.: Nonlinear Time Series Analysis. University Press, Cambridge (1997)"},{"key":"15_CR17","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, pp. 1942\u20131948 (1995)","DOI":"10.1109\/ICNN.1995.488968"},{"key":"15_CR18","unstructured":"Koebbe, M., Mayer-Kress, G.: Use of recurrence plots in the analysis of time-series data. In: SFI Studies in the Sciences of Complexity, vol. 12, pp. 361\u2013361. Addison-Wesley Publishing (1992)"},{"issue":"1\u20133","key":"15_CR19","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/0167-2789(90)90064-V","volume":"42","author":"CG Langton","year":"1990","unstructured":"Langton, C.G.: Computation at the edge of chaos: phase transitions and emergent computation. Physica D 42(1\u20133), 12\u201337 (1990)","journal-title":"Physica D"},{"issue":"1","key":"15_CR20","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1161\/CIRCULATIONAHA.107.654335","volume":"117","author":"MG Larson","year":"2008","unstructured":"Larson, M.G.: Analysis of variance. Circulation 117(1), 115\u2013121 (2008)","journal-title":"Circulation"},{"issue":"1","key":"15_CR21","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1109\/TIT.1976.1055501","volume":"22","author":"A Lempel","year":"1976","unstructured":"Lempel, A., Ziv, J.: On the complexity of finite sequences. IEEE Trans. Inf. Theory 22(1), 75\u201381 (1976)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"4","key":"15_CR22","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1016\/j.physleta.2006.08.058","volume":"360","author":"N Marwan","year":"2007","unstructured":"Marwan, N., Kurths, J., Saparin, P.: Generalised recurrence plot analysis for spatial data. Phys. Lett. A 360(4), 545\u2013551 (2007)","journal-title":"Phys. Lett. A"},{"issue":"5","key":"15_CR23","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/j.physrep.2006.11.001","volume":"438","author":"N Marwan","year":"2007","unstructured":"Marwan, N., Romano, M.C., Thiel, M., Kurths, J.: Recurrence plots for the analysis of complex systems. Phys. Rep. 438(5), 237\u2013329 (2007)","journal-title":"Phys. Rep."},{"key":"15_CR24","unstructured":"Mitchell, M., Hraber, P., Crutchfield, J.P.: Revisiting the edge of chaos: evolving cellular automata to perform computations. arXiv preprint adap-org\/9303003 (1993)"},{"issue":"1","key":"15_CR25","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1103\/PhysRevE.58.193","volume":"58","author":"Toru Ohira","year":"1998","unstructured":"Ohira, T., Sawatari, R.: Phase transition in a computer network traffic model. Phys. Rev. E 58(1), 193 (1998)","journal-title":"Physical Review E"},{"issue":"9","key":"15_CR26","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1103\/PhysRevLett.45.712","volume":"45","author":"N. H. Packard","year":"1980","unstructured":"Packard, N.H., Crutchfield, J.P., Farmer, J.D., Shaw, R.S.: Geometry from a time series. Phys. Rev. Lett. 45(9), 712 (1980)","journal-title":"Physical Review Letters"},{"issue":"1","key":"15_CR27","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1140\/epjst\/e2008-00833-5","volume":"164","author":"S Schinkel","year":"2008","unstructured":"Schinkel, S., Dimigen, O., Marwan, N.: Selection of recurrence threshold for signal detection. Eur. Phys. J. Spec. Top. 164(1), 45\u201353 (2008)","journal-title":"Eur. Phys. J. Spec. Top."},{"issue":"1","key":"15_CR28","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1016\/j.ins.2009.08.006","volume":"180","author":"MC Schut","year":"2010","unstructured":"Schut, M.C.: On model design for simulation of collective intelligence. Inf. Sci. 180(1), 132\u2013155 (2010)","journal-title":"Inf. Sci."},{"issue":"4","key":"15_CR29","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1023\/A:1008202821328","volume":"11","author":"R Storn","year":"1997","unstructured":"Storn, R., Price, K.: Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. J. Global Optim. 11(4), 341\u2013359 (1997)","journal-title":"J. Global Optim."},{"key":"15_CR30","doi-asserted-by":"crossref","unstructured":"Tomaszek, L., Zelinka, I.: On performance improvement of the soma swarm based algorithm and its complex network duality. In: 2016 IEEE Congress on Evolutionary Computation (CEC), pp. 4494\u20134500. IEEE (2016)","DOI":"10.1109\/CEC.2016.7744361"},{"key":"15_CR31","unstructured":"Wright, A.H., Agapie, A.: Cyclic and chaotic behavior in genetic algorithms. In: Proceedings of the 3rd Annual Conference on Genetic and Evolutionary Computation, pp. 718\u2013724. Morgan Kaufmann Publishers Inc. (2001)"},{"issue":"3\u20134","key":"15_CR32","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/0375-9601(92)90426-M","volume":"171","author":"JP Zbilut","year":"1992","unstructured":"Zbilut, J.P., Webber, C.L.: Embeddings and delays as derived from quantification of recurrence plots. Phys. Lett. A 171(3\u20134), 199\u2013203 (1992)","journal-title":"Phys. Lett. A"},{"issue":"3","key":"15_CR33","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1016\/S0375-9601(02)00436-X","volume":"297","author":"JP Zbilut","year":"2002","unstructured":"Zbilut, J.P., Zaldivar-Comenges, J.M., Strozzi, F.: Recurrence quantification based liapunov exponents for monitoring divergence in experimental data. Phys. Lett. A 297(3), 173\u2013181 (2002)","journal-title":"Phys. Lett. A"},{"key":"15_CR34","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1007\/978-3-540-39930-8_7","volume-title":"New Optimization Techniques in Engineering","author":"Ivan Zelinka","year":"2004","unstructured":"Zelinka, I.: Soma\u2013self-organizing migrating algorithm. In: New optimization Techniques in Engineering, vol. 141, pp. 167\u2013217. Springer, Heidelberg (2004). \nhttps:\/\/doi.org\/10.1007\/978-3-540-39930-8_7"},{"key":"15_CR35","unstructured":"Zelinka, I., Tomaszek, L., Vasant, P., Dao, T.T., Hoang, D.V.: A novel approach on evolutionary dynamics analysis-a progress report. J. Comput. Sci. 37(5), 739\u2013749 (2017)"},{"key":"15_CR36","first-page":"1","volume-title":"Encyclopedia of Complexity and Systems Science","author":"Hector Zenil","year":"2017","unstructured":"Zenil, H., Gauvrit, N.: Algorithmic cognition and the computational nature of the mind. In: Encyclopedia of Complexity and Systems Science, pp. 1\u20139 (2017)"},{"issue":"1","key":"15_CR37","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1016\/S0378-4371(04)00994-X","volume":"345","author":"S Zozor","year":"2005","unstructured":"Zozor, S., Ravier, P., Buttelli, O.: On lempel-ziv complexity for multidimensional data analysis. Phys. A 345(1), 285\u2013302 (2005)","journal-title":"Phys. A"}],"container-title":["Lecture Notes in Computer Science","Unconventional Computation and Natural Computation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-92435-9_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,5,30]],"date-time":"2018-05-30T09:13:25Z","timestamp":1527671605000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-92435-9_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319924342","9783319924359"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-92435-9_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}