Understanding Complex Systems Axel Pelster Günter Wunner Editors Selforganization in Complex Systems: The Past, Present, and Future of Synergetics Proceedings of the International Symposium, Hanse Institute of Advanced Studies, Delmenhorst, Germany, November 13–16, 2012 Springer Complexity SpringerComplexityisaninterdisciplinaryprogram publishingthebestresearchandacademic- level teachingonbothfundamental andappliedaspects ofcomplexsystems—cutting across all traditionaldisciplinesofthenaturalandlifesciences,engineering, economics,medicine,neuro- science,socialandcomputerscience. ComplexSystemsaresystemsthatcomprisemanyinteractingpartswiththeabilitytogenerate anewqualityofmacroscopiccollectivebehaviorthemanifestationsofwhicharethespontaneous formationofdistinctivetemporal,spatialorfunctionalstructures.Modelsofsuchsystemscanbe successfullymappedontoquitediverse“real-life”situationsliketheclimate,thecoherentemis- sion oflight from lasers, chemical reaction–diffusion systems, biological cellular networks, the dynamicsofstockmarketsandoftheinternet,earthquakestatisticsandprediction,freewaytraffic, thehumanbrain,ortheformationofopinionsinsocialsystems,tonamejustsomeofthepopular applications. Althoughtheirscopeandmethodologiesoverlapsomewhat,onecandistinguishthefollowing mainconceptsandtools:self-organization,nonlineardynamics,synergetics,turbulence,dynami- calsystems,catastrophes,instabilities,stochasticprocesses,chaos,graphsandnetworks,cellular automata,adaptivesystems,geneticalgorithmsandcomputationalintelligence. ThethreemajorbookpublicationplatformsoftheSpringerComplexityprogramarethemono- graphseries“UnderstandingComplexSystems”focusingonthevariousapplicationsofcomplex- ity,andthe“SpringerSeriesinSynergetics”,whichisdevotedtothequantitativetheoreticaland methodologicalfoundations,andthe“SpringerBriefsinComplexity”whichareconciseandtopical workingreports,case-studies,surveys,essaysandlecturenotesofrelevancetothefield.Inaddition tothebooksinthesetwocoreseries,theprogramalsoincorporatesindividualtitlesrangingfrom textbookstomajorreferenceworks. EditorialandProgrammeAdvisoryBoard HenryAbarbanel,InstituteforNonlinearScience,UniversityofCalifornia,SanDiego,USA DanBraha,NewEnglandComplexSystems,InstituteandUniversityofMassachusetts,Dartmouth,USA PéterÉrdi,CenterforComplexSystemsStudies,KalamazooCollege,USAandHungarianAcademyof Sciences,Budapest,Hungary KarlFriston,InstituteofCognitiveNeuroscience,UniversityCollegeLondon,London,UK HermannHaken,CenterofSynergetics,UniversityofStuttgart,Stuttgart,Germany Viktor Jirsa, Centre National de la Recherche Scientifique (CNRS), Université de la Méditerranée, Marseille,France JanuszKacprzyk,SystemResearch,PolishAcademyofSciences,Warsaw,Poland KunihikoKaneko,ResearchCenterforComplexSystemsBiology,TheUniversityofTokyo,Tokyo,Japan ScottKelso,CenterforComplexSystemsandBrainSciences,FloridaAtlanticUniversity,BocaRaton, USA Markus Kirkilionis, Mathematics Institute and Centre for Complex Systems, University ofWarwick, Coventry,UK JürgenKurths,NonlinearDynamicsGroup,UniversityofPotsdam,Potsdam,Germany AndrzejNowak,DepartmentofPsychology,WarsawUniversity,Poland HassanQudrat-Ullah,SchoolofAdministrativeStudies,YorkUniversity,Canada LindaReichl,CenterforComplexQuantumSystems,UniversityofTexas,Austin,USA PeterSchuster,TheoreticalChemistryandStructuralBiology,UniversityofVienna,Vienna,Austria FrankSchweitzer,SystemDesign,ETHZürich,Zürich,Switzerland DidierSornette,EntrepreneurialRisk,ETHZürich,Zürich,Switzerland StefanThurner,SectionforScienceofComplexSystems,MedicalUniversityofVienna,Vienna,Austria Understanding Complex Systems Founding Editor: Scott Kelso Futurescientificandtechnological developments inmanyfieldswillnecessarily dependuponcoming togripswithcomplexsystems.Suchsystemsarecomplexinboththeircomposition—typically many differentkindsofcomponentsinteractingsimultaneouslyandnonlinearlywitheachotherandtheirenvi- ronmentsonmultiplelevels—andintherichdiversityofbehaviorofwhichtheyarecapable. TheSpringerSeriesinUnderstandingComplexSystemsseries(UCS)promotesnewstrategiesand paradigmsforunderstandingandrealizingapplicationsofcomplexsystemsresearchinawidevarietyof fieldsandendeavors.UCSisexplicitlytransdisciplinary.Ithasthreemaingoals:First,toelaboratethe concepts,methodsandtoolsofcomplexsystemsatalllevelsofdescriptionandinallscientificfields, especiallynewlyemergingareaswithinthelife,social,behavioral,economic,neuro-andcognitivesci- ences(andderivativesthereof);second,toencouragenovelapplicationsoftheseideasinvariousfields ofengineeringandcomputationsuchasrobotics,nano-technology andinformatics;third,toprovidea singleforumwithinwhichcommonalitiesanddifferencesintheworkingsofcomplexsystemsmaybe discerned,henceleadingtodeeperinsightandunderstanding. UCSwillpublishmonographs,lecturenotesandselectededitedcontributionsaimedatcommunicat- ingnewfindingstoalargemultidisciplinaryaudience. Moreinformationaboutthisseriesathttp://www.springer.com/series/5394 · Axel Pelster Günter Wunner Editors Selforganization in Complex Systems: The Past, Present, and Future of Synergetics Proceedings of the International Symposium, Hanse Institute of Advanced Studies, Delmenhorst, Germany, November 13–16, 2012 ABC Editors AxelPelster GünterWunner FachbereichPhysik InstitutfürTheoret.PhysikI ForschungszentrumOPTIMAS UniversitätStuttgart TechnischeUniversitätKaiserslautern Stuttgart Kaiserslautern Germany Germany ISSN1860-0832 ISSN1860-0840 (electronic) UnderstandingComplexSystems ISBN978-3-319-27633-5 ISBN978-3-319-27635-9 (eBook) DOI10.1007/978-3-319-27635-9 LibraryofCongressControlNumber:2015957036 (cid:2)c SpringerInternationalPublishingSwitzerland2016 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland Hermann Haken, born July 12, 1927 in Leipzig (Germany) is physicist and professor emeritus in theoretical physics at the University of Stuttgart. Preface In numerous systems of both living and nonliving nature complex spatio-tem- poral or functional patterns of self-organization processes are ubiquitous. They are extremely important in physics, chemistry, biology, medicine, as well as in the engineering, and even in the social sciences. Over the past several decades understanding such self-organization processes has not only changed physics, but has also led to improvements in our daily life. Hermann Haken, who cel- ebrated his 85th birthday in 2012, is an internationally recognized pioneer in this respect, having laid the mathematical-physical basis for describing and an- alyzing self-organization processes with his fundamental theory of Synergetics. Hakensuccessfullyappliedsynergeticmethods toinvestigatethelaserandother physical systems, as well as in studies on the brain. Since it was founded, this trulyinterdisciplinaryfieldhasexperiencedarapidgrowth,bothintermsofthe mathematical-physical methodology and the success that has been achieved by applyingittoadiversityofdifferentfieldsofresearch.Onalllengthscalesandin allareasofhumanlife -fromthequantumlevelrightuptothespreadofdisease over air traffic junctions - self-organization and complex dynamics behaviour haveturnedoutto playakeyrole.Amorein-depthunderstanding ofthese pro- cesses will allow the development of diverse methods of control with which we canattempttomasterthecomplexityofthesesystems.Thepotentialofpractical applicationscancertainlybe enhancedifthe differentdisciplines sharetheir ad- vanced and sophisticated methods, as well as their experiences with each other. Therefore,theInternationalSymposiumSelf-OrganizationinComplexSys- tems: The Past, Present, and Future of Synergeticswasorganizedatthe Hanse-Wissenschaftskolleg, an Institute of Advanced Studies in Delmenhorst (Germany), in the period November 13-16, 2012. The Symposium covered the research field Synergetics as a whole, ranging from basic methods to concrete applications, by taking advantage of its interdisciplinary impact. Moreover, by combining a historical review with a present status report the Symposium gave young scientists an understanding of the allure and potency of this branch of researchaswellasits applicabilityinthe future.Intotalthe Symposiumhad60 participants from, besides Germany, several Europeancountries and the United States, among them 22 senior scientists delivering invited talks and 22 junior scientists presenting poster contributions. The present volume consists of the material of most of the invited talks as well as a selection from the posters at this meeting, and is published in the Series Understanding Complex Sys- tems of the Springer Publishing Company. Additional information about the Symposium is available at the homepage http://www-user.rhrk.uni-kl.de/~apelster/Haken/index.html whichcontains,inparticular,thebookletwithabstractsofallcontributions,the slides of the invited talks and a gallery with 260 pictures. VIII Preface The quest for common and universal principles of self-organization in com- plex systems was clearly demonstrated by the wide range of interdisciplinary topics covered by the Symposium. At the beginning, complexity in the realm of classical physics was illustrated by the still open problem of turbulence in fluids whichwaspresentedbothfromanexperimentalandatheoreticalpointof viewbyJoachimPeinkeandSiegfriedGrossmann,respectively.Whiletheformer talk emphasizedthe presentsearchforstochasticmodelsto describeexperimen- tal data for turbulent and turbulence driven systems, the latter presentation informed about recent results regarding the flow organization in highly turbu- lent thermal convection. Another highlight was the investigation of nonlinear dynamical systems in general and the control of their bifurcations in particular vianoiseandtimedelays,whichwerecoveredbyAxelHuttandEckehard Sch¨oll. Here the impact of additive noise towards tuning the stability of nonlinear sys- temsaswellasthecontrolofself-organizingcomplexsystemsandnetworkswith time delay were analyzed in detail. This discussion was amplified by the treat- ment of statistical properties of time-dependent linear and nonlinear oscillators by Marko Robnik. A historical review of the widespread applications of Syner- geticsintherealmofchemicalreactionswasdeliveredbyPeter Plath. Therethe phenomenaofself-organizationandpatternformationwerecrucial,forinstance, forthesuccessfuldescriptionofoscillatingchemicalreactionsandreactionswith limit-cyclebehaviour.EvenmorecomplexdynamicswerepresentedbyLisaBor- land who addressed the highly topical issue of the physics of finance. Following the spirit of Synergetics, she showed that time series of financial data exhibit highlynontrivialstatisticalpropertieswhichcanbecapturedbymoreorlessre- alisticmodels.Theyrevealcooperativeeffectsofcollectivebehaviourwhichturn out to lie at the root of many interesting phenomena of the financial markets. Another branch of complexity was provided by a series of invited talks on quantum many-body systems. At first, quantum statistical problems were dis- cussed in the talks by Fritz Haake on quantum chaotic equilibration in the ab- sence of dissipation and by Gu¨nter Mahler on the emerging field of quantum thermodynamics.WhereasHaakecomparedtheinterdependenceofclassicaland quantumdynamicsbymeansoftheconcreteparadigmaticexampleoftheDicke model, where a large spin is coupled to an oscillator, Mahler focused on the general philosophical question how a qualitatively different type of behaviour maysystematicallyemergefromthe underlyingquantumsubstrate.Afterwards, Cun-Zheng Ning reported on the trailblazer of Synergetics by discussing the spectacular properties of nanolasers and their experimental realization. In par- ticular, the process of miniaturization recently led to the invention of many microcavity lasers such as photonic crystal lasers, distributed feedback lasers, and nanowire lasers with different properties. Another manifestation of light was introduced by Martin Weitz who reported on the spectacular recent exper- iment on the Bose-Einstein condensation of photons in a dye-filled microcavity atroomtemperature.The cavitymirrorsprovidebothaconfiningpotentialand a non-vanishing effective photon mass, making the system formally equivalent to a two-dimensional gas of trapped, massive bosons. Inherently nonlinear mat- Preface IX ter waves were then the topics of the subsequent presentations on the theory of Bose-Einsteincondensates. Gu¨nter Wunner reported about the possibility to realizeparity-time-symmetricBose-Einsteincondensatesinadouble-wellpoten- tial landscape. Despite the mutual presence of loss and gain stable condensates emergewhichshouldbeobservableinanexperiment.Quantumphasetransitions of bosons in optical lattices were described by Axel Pelster within a Ginzburg- Landau theory. Here, the theoretical tools for analyzing non-equilibrium phase transitions in the realm of Synergetics turned out to be also applicable to the newly emerging field of phase transitions at zero temperature which are driven by quantum fluctuations. An essential partof the SynergeticsSymposium was devotedto the flourish- ingfieldofself-organizationinneuroscience.Mostprominentlyfeaturedthetalk by Hermann Haken, who discussed the brain both as a synergetic and a phys- ical system. Despite the huge complexity of the brain due to the large number of neurons and their connections at the microsopic level, several enlightening neurophysiological experiments can be already understood at the macroscopic level with the choice of appropriate order parameters. Complementary to that approachGerhard Rothdescribedthepsychologicalsubjectofpersonalitydevel- opmentasaprocessofself-organizationintermsofneurophysiology.Spectacular insights in treating brain diseases based on synergetic principles were described by Peter Tass. He demonstratedthat coordinatedresetneuromodulationallows unlearningpathologicalneuronalsynchronysuchasParkinson’sdiseaseandtin- nitus. Subsequently, Gu¨nter Schiepek demonstratedconvincinglythat Synerget- ics has now many indispensable applications in psychology. He reported about excitingprogressinapplyingthephysicalconceptsofphasetransitionsandcriti- calinstabilitiestopsychotherapeuticprocesses.Afterwards,functionalproperties ofbraindynamicsweremodelledbothin spaceandtime bysynergeticnetworks in the presentation by Viktor Jirsa. His workhorse was the connectivity matrix of the brain whose spatial components are defined by the underlying anatomi- cal connections, whereas its temporal components are determined by the neural time delays. Afterwards, Andreas Daffertshofer discussed the related topic of the dynamics of synchrony and information processing in the nervous system. To this end he analyzed in detail within a Kuramoto-like network model how the phase dynamics of coupled neural oscillators depend on the corresponding amplitudechanges.IncontrasttothatAnetaStefanovskaanalyzedorganicbody functions with synergetic methods. To this end she introduced the new concept ofachronotaxicsystemasa model systemfar fromthermodynamic equilibrium whichadjustsitsclocks.Finally,TillFranktransferredthefundamentalconcepts for the synergetic computer to the possible emergence of physical intelligence. He concluded with the statement that the synergetic computer defines a sub- class of intelligent physical systems with many possible applications in the field of artificial intelligence. All these invited talks about the present-day research status of Synergetics were completed by three historical contributions. At first Hermann Haken de- livered obituaries for two of his former students and coworkersArne Wunderlin X Preface and Rudolf Friedrich who had died untimely in 2012. Furthermore, the evening lecture of Bernd Kro¨ger highlighted the scientific life of Hermann Haken from different personal angles. Therein, the emphasis was to give special attention to the roadmap to Synergetics in the period from 1950 to 1983. Another impres- sive historical retrospect was provided by Cun-Zheng Ning who reflected upon personal memories how Synergetics was introduced in China. In particular, he concludedthatthegradualspreadingofideasofself-organizationinChinaatthe beginningoftheeightiesinthe lastcenturydefinitelycatalyzedandcontributed to a gradual opening of the scientific China to the western world. The organizers of the Symposium gratefully acknowledge generous financial support from the Volkswagen Foundation. In particular, we thank its program director Ulrike Bischler for her continuous moral support during all stages of the organization. The purpose of the Symposium to reveal future trends in the interdisciplinary research field of synergetics fitted perfectly into the general present-day guidelines of the Volkswagen Foundation. Furthermore, it should be recalled that the Volkswagen Foundation supported substantially Hermann Haken’s outstanding researchin the past. First, Synergetics was endorsed in its initial phase as an unconventional project by the Volkswagen Foundation from 1976until1980.Afterwards,HermannHakenwasaskedbytheVolkswagenFoun- dation to submit a proposalfor a priority programme on Synergetics which was thenfundedfrom1980until1990,finalprojectsevenexpiredonlyin1991.With this the Volkswagen Foundation can claim to have contributed a large part of the financial foundations to the overwhelming scientific success of Synergetics in the different disciplines. The Symposium at the Hanse-Wissenschaftskolleg represented also for the Volkswagen Foundation a unique opportunity to re- flect upon this past success more than 20 years after the synergetics funding ended, and to extrapolate them to future trends via a careful synopsis of the present research status. Also to this end the organizers of the Symposium pub- lishthecollectedplenarylecturesandselectedpostercontributionsinformofthe present ProceedingsBook. We thank Thomas Ditzinger from the Springer Pub- lishingCompanyforhiskindassistance.Finally,weexpressourdeepestgratitude to the Hanse-Wissenschaftskolleg in Delmenhorst (Germany) which provided a truly perfect and stimulating environment for such an international and inter- disciplinary meeting. In particular, we thank the administrator Christina Thiel and the scientific manager Wolfgang Stenzel for their efficient assistance in all organizational matters. Axel Pelster Technische Universita¨t Kaiserslautern(Germany), Fellow at the Hanse-Wissenschaftskolleg during the winter terms 2011-12 and 2012-13 Gu¨nter Wunner Universit¨at Stuttgart (Germany) July 2014
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