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Unconventional Computing: 7th International Conference, UC 2008 Vienna, Austria, August 25-28, 2008. Proceedings PDF

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Lecture Notes in Computer Science 5204 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA AlfredKobsa UniversityofCalifornia,Irvine,CA,USA FriedemannMattern ETHZurich,Switzerland JohnC.Mitchell StanfordUniversity,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel OscarNierstrasz UniversityofBern,Switzerland C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen UniversityofDortmund,Germany MadhuSudan MassachusettsInstituteofTechnology,MA,USA DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA GerhardWeikum Max-PlanckInstituteofComputerScience,Saarbruecken,Germany Cristian S. Calude José Félix Costa Rudolf Freund Marion Oswald Grzegorz Rozenberg (Eds.) Unconventional Computation 7th International Conference, UC 2008 Vienna, Austria, August 25-28, 2008 Proceedings 1 3 VolumeEditors CristianS.Calude UniversityofAuckland,DepartmentofComputerScience 92019Auckland,NewZealand E-mail:[email protected] JoséFélixCosta UniversidadeTécnicadeLisboa,DepartmentofMathematics 1049-001Lisboa,Portugal E-mail:[email protected] RudolfFreund MarionOswald ViennaUniversityofTechnology,FacultyofInformatics 1040Vienna,Austria E-mail:{rudi,marion}@emcc.at GrzegorzRozenberg LeidenUniversity,LeidenInstituteofAdvancedComputerScience 2333CALeiden,TheNetherlands and UniversityofColorado,DepartmentofComputerScience Boulder,CO80309-0430,USA E-mail:[email protected] LibraryofCongressControlNumber:2008932587 CRSubjectClassification(1998):F.1,F.2 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues ISSN 0302-9743 ISBN-10 3-540-85193-3SpringerBerlinHeidelbergNewYork ISBN-13 978-3-540-85193-6SpringerBerlinHeidelbergNewYork Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. SpringerisapartofSpringerScience+BusinessMedia springer.com ©Springer-VerlagBerlinHeidelberg2008 PrintedinGermany Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SPIN:12458677 06/3180 543210 Preface The 7th International Conference on Unconventional Computation, UC 2008, organized under the auspices of the EATCS, by the Vienna University of Tech- nology (Vienna, Austria) and the Centre for Discrete Mathematics and Theo- retical Computer Science (Auckland, New Zealand) was held in Vienna during August 25–28,2008. ThevenuefortheconferencewastheParkhotelSch¨onbrunnintheimmediate vicinity of Scho¨nbrunn Palace, which, together with its ancillary buildings and extensive park, is by virtue of its long and colorful history one of the most importantculturalmonumentsinAustria.Vienna,locatedintheheartofcentral Europe, is an old city whose historical role as the capital of a great empire and the residence of the Habsburgs is reflected in its architectural monuments, its famousartcollectionsanditsrichculturallife,inwhichmusichasalwaysplayed an important part. The International Conference on Unconventional Computation (UC) series, https://www.cs.auckland.ac.nz/CDMTCS/conferences/uc/,isdevotedtoall aspectsofunconventionalcomputation–theoryaswellasexperimentsandappli- cations.Typical,butnotexclusive,topicsare:naturalcomputingincludingquan- tum,cellular,molecular,neuralandevolutionarycomputing,chaosanddynamical system-basedcomputing,andvariousproposalsforcomputationsthatgobeyond theTuringmodel. The first venue of the Unconventional Computation Conference (formerly called Unconventional Models of Computation) was Auckland, New Zealand in 1998; subsequent sites of the conference were Brussels, Belgium in 2000, Kobe, Japanin 2002,Seville, Spain in 2005,York, UK in 2006,and Kingston, Canada in 2007. The titles of volumes of previous UC conferences are as follows: 1. Calude,C.S.,Casti,J.,Dinneen,M.J.(eds.):UnconventionalModelsofCom- putation. Springer, Singapore (1998) 2. Antoniou, I., Calude, C.S., Dinneen, M.J. (eds.): Unconventional Models of Computation,UMC2K:ProceedingsoftheSecondInternationalConference. Springer, London (2001) 3. Calude, C.S., Dinneen, M.J., Peper,F. (eds.): UMC 2002.LNCS, vol. 2509. Springer, Heidelberg (2002) 4. Calude,C.S.,Dinneen,M.J.,Pa˘un,G.,Jesu´sP´erez-J´ımenez,M.,Rozenberg, G. (eds.): UC 2005. LNCS, vol. 3699.Springer, Heidelberg (2005) 5. Calude, C.S., Dinneen, M.J., Pa˘un, G., Rozenberg, G., Stepney, S. (eds.): UC 2006. LNCS, vol. 4135. Springer, Heidelberg (2006) 6. Akl, S.G., Calude, C.S., Dinneen, M.J., Rozenberg, G., Wareham, H.T. (eds.): UC 2007. LNCS, vol. 4618.Springer, Heidelberg (2007) VI Preface The Steering Committee of the International Conference on Unconventional Computation series includes Thomas Ba¨ck (Leiden, The Netherlands), Cristian S.Calude (Auckland,New Zealand,Co-chair),LovK.Grover(MurrayHill, NJ, USA), Jan van Leeuwen (Utrecht, The Netherlands), Seth Lloyd (Cambridge, MA, USA), Gheorghe Pa˘un (Bucharest, Romania), Tommaso Toffoli (Boston, MA,USA),CarmeTorras(Barcelona,Spain),GrzegorzRozenberg(Leiden,The Netherlands,andBoulder,Colorado,USA,Co-chair),andArtoSalomaa(Turku, Finland). The four keynote speakers of the conference for 2008 were: – CˇaslavBrukner(AustrianAcademyofSciences,Austria):“QuantumExperi- mentsCanTestMathematicalUndecidability” – Anne Condon (University of British Columbia, Canada): “Computational Challenges and Opportunities in the Design of Unconventional Machines from Nucleic Acids” – David Corne (Heriot-Watt University, UK): “Predictions for the Future of Optimization Research” – JonTimmis (UniversityofYork,UK):“ImmuneSystemsandComputation: An Interdisciplinary Adventure” In addition, UC 2008 hosted three workshops – one on “Computing with Biomolecules,”organizedbyErzs´ebetCsuhaj-Varju´(HungarianAcademyofSci- ences,Hungary)andRudolfFreund(ViennaUniversityofTechnology,Austria), oneon“OpticalSupercomputing,”organizedbyShlomiDolev(Ben-GurionUni- versity,Israel),MihaiOltean(Babes-BolyaiUniversity,Romania)andWolfgang Osten(StuttgartUniversity,Germany)andoneon“PhysicsandComputation,” organizedbyCristianS.Calude(UniversityofAuckland,NewZealand)andJos´e F´elix Costa (Technical University of Lisbon, Portugal). The ProgrammeCommittee is gratefulfor the highly appreciatedworkdone by the referees for the conference. These experts were: SelimG.Akl,CristianS.Calude,AlbertoCastellini,BarryS.Cooper,David Corne, Jos´e F´elix Costa, Erzs´ebet Csuhaj-Varju´, Michael J. Dinneen, Gerard Dreyfus,RudolfFreund,DanielGrac¸a,MikaHirvensalo,NatashaJonoska,Jarkko Kari, Yun-Bum Kim, Manuel Lameiras Campagnolo, Vincenzo Manca, Marius Nagy, Turlough Neary, Marion Oswald, Roberto Pagliarini, Gheorghe Pa˘un, Ferdinand Peper,Petrus H. Potgieter,KaiSalomaa,KarlSvozil,Carme Torras, HiroshiUmeoandDamienWoods. TheProgrammeCommitteeconsistingofSelimG.Akl(Kingston,ON,Cana- da),CristianS.Calude(Auckland,NewZealand),BarryS.Cooper(Leeds,UK), David Corne (Edinburgh, UK), Jos´e F´elix Costa (Lisbon, Portugal, Co-chair), Erzs´ebetCsuhaj-Varju´(Budapest,Hungary),MichaelJ.Dinneen(Auckland,New Zealand), Gerard Dreyfus (Paris, France), Rudolf Freund (Vienna, Austria, Co-chair), Eric Goles (Santiago, Chile), Natasha Jonoska (Tampa, FL, USA), JarkkoKari(Turku,Finland),Vincenzo Manca(Verona,Italy),GheorghePa˘un (Bucharest,Romania),FerdinandPeper(Kobe,Japan),PetrusH.Potgieter(Pre- toria,SouthAfrica),KaiSalomaa(Kingston,Canada),KarlSvozil(Vienna,Aus- tria),CarmeTorras(Barcelona,Spain),HiroshiUmeo(Osaka,Japan),HaroldT. Preface VII Wareham(St.John’s,NL,Canada),DamienWoods(Cork,Ireland)andXinYao (Birmingham,UK)selected16papers(outof22)tobepresentedasregularcon- tributions. WeextendourthankstoallmembersofthelocalConferenceCommittee,par- ticularly to Aneta Binder, Rudolf Freund (Chair), Franziska Gusel, and Marion Oswald of the Vienna University of Technology for their invaluable organiza- tional work. The conference was partially supported by the Institute of Computer Lan- guagesof the Vienna University of Technology,the KurtGo¨del Society, andthe OCG (Austrian Computer Society); we extend to all our gratitude. It is a great pleasure to acknowledge the fine co-operation with the Lecture Notes in Computer Science team of Springer for producing this volume in time for the conference. June 2008 Cristian S. Calude Jos´e F´elix Costa Rudolf Freund Marion Oswald Grzegorz Rozenberg Table of Contents Invited Papers Quantum Experiments Can Test Mathematical Undecidability......... 1 Cˇaslav Brukner Computational Challenges and Opportunities in the Design of Unconventional Machines from Nucleic Acids ........................ 6 Anne Condon Predictions for the Future of Optimisation Research.................. 7 David Corne Immune Systems and Computation: An Interdisciplinary Adventure .... 8 Jon Timmis, Paul Andrews, Nick Owens, and Ed Clark Regular Contributions Distributed Learning of Wardrop Equilibria ......................... 19 Dominique Barth, Olivier Bournez, Octave Boussaton, and Johanne Cohen Oracles and Advice as Measurements............................... 33 Edwin Beggs, Jos´e F´elix Costa, Bruno Loff, and John V. Tucker From Gene Regulation to Stochastic Fusion ......................... 51 Gabriel Ciobanu A Biologically Inspired Model with Fusion and Clonation of Membranes ..................................................... 64 Giorgio Delzanno and Laurent Van Begin Computing Omega-Limit Sets in Linear Dynamical Systems ........... 83 Emmanuel Hainry The Expressiveness of Concentration Controlled P Systems............ 96 Shankara Narayanan Krishna On Faster Integer Calculations Using Non-arithmetic Primitives ....... 111 Katharina Lu¨rwer-Bru¨ggemeier and Martin Ziegler A Framework for Designing Novel Magnetic Tiles Capable of Complex Self-assemblies................................................... 129 Urmi Majumder and John H. Reif X Table of Contents The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation ................................... 146 Manuel Marques-Pita, Melanie Mitchell, and Luis M. Rocha A Characterisation of NL Using Membrane Systems without Charges and Dissolution.................................................. 164 Niall Murphy and Damien Woods Quantum Wireless Sensor Networks ................................ 177 Naya Nagy, Marius Nagy, and Selim G. Akl On the Computational Complexity of Spiking Neural P Systems ....... 189 Turlough Neary Self-assembly of Decidable Sets .................................... 206 Matthew J. Patitz and Scott M. Summers Ultrafilter and Non-standard Turing Machines ....................... 220 Petrus H. Potgieter and Elem´er E. Rosinger Parallel Optimization of a Reversible (Quantum) Ripple-Carry Adder .......................................................... 228 Michael Kirkedal Thomsen and Holger Bock Axelsen Automata on Multisets of Communicating Objects ................... 242 Linmin Yang, Yong Wang, and Zhe Dang Author Index.................................................. 259 Quantum Experiments Can Test Mathematical Undecidability Cˇaslav Brukner Institutefor QuantumOptics and QuantumInformation, Austrian Academy of Sciences, Boltzmanngasse 3, A-1090 Vienna, Austria Faculty of Physics, University of Vienna, Boltzmanngasse 5, A-1090 Vienna, Austria Abstract. Wheneveramathematicalpropositiontobeprovedrequires more information than it is contained in an axiomatic system, it can neither be proved nor disproved, i.e. it is undecidable, within this ax- iomatic system. I will show that certain mathematical propositions can be encoded in quantum states and truth values of the propositions can be tested in quantum measurements. I will then show that whenever a proposition is undecidable within the system of axioms encoded in the state, the measurement associated with the proposition gives random outcomes.Thissuggestsaviewaccordingtowhichrandomnessinquan- tum mechanics is of irreducible nature. Inhisseminalworkfrom1931,G¨odelprovedthattheHilbertprogrammeonax- iomatizationofmathematicscannotbefulfilledinprinciple,becauseanysystem of axioms that is capable of expressing elementary arithmetic would necessarily have to be either incomplete or inconsistent. It would always be the case that either some proposition would be at once both provably true and false, or that some propositions would never be derivable from the axioms. One may wonder what G¨odel’s incompleteness theorem implies for physics. For example, is there any connection between the incompleteness theorems and quantum mechanics as both fundamentally limit our knowledge? Opinions on the impact of the incompleteness theorem on physics vary considerably, from the conclusion that, ”just because physics makes use of mathematics, it is by no means requiredthat G¨odelplacesany limit upon the overallscope of physics to understand the laws of Nature” [1], via demonstration that algorithmic ran- domness is implied by a ”formal uncertainty principle” similar to Heisenberg’s one [2], to a derivation of non-computability of sequences of quantum outcomes from the quantum value indefiniteness [3,4]. In 1982, Chaitin gave an information theoretical formulation of the incom- pleteness theorem suggesting that it arises whenever a propositionto be proven and the axioms contain together more information than the set of axioms alone [5,6]. In this work, when relating mathematical undecidability to quantum ran- domness,IwillexclusivelyrefertotheincompletenessinChaitin’ssenseandnot to the original work of G¨odel. C.S.Caludeetal.(Eds.):UC2008,LNCS5204,pp.1–5,2008. (cid:2)c Springer-VerlagBerlinHeidelberg2008 2 Cˇ. Brukner Considerad-valentfunctionf(x)∈0,...,d−1ofasinglebinaryargumentx∈ {0,1},withdaprimenumber1.Thereared2suchfunctions.Wewillpartitionthe functions into d+1 different waysfollowing the procedureofRef. [7]. In a given partition,thed2 functionswillbedividedintoddifferentgroupseachcontaining dfunctions.Enumeratingthefirstdpartitionsbythe integera=0,...,d−1and the groups by b = 0,...,d−1, the groups of functions are generated from the formula: f(1)=af(0)⊕b, (1) where the sum is modulo d. In the last partition, enumerated by a = d, the functionsaredividedintogroupsb=0,...,d−1accordingtothefunctionalvalue f(0)=b.Thefunctions canbe representedina tableinwhicha enumeratesthe rows of the table, while b enumerates different columns. For all but the last row the table is built in the following way : (i) choose the row, a, and the column, b; (ii) vary f(0)=0,...,d−1 and compute f(1) according to Eq. (1); (iii) write pairsf(0)f(1)inthe cell.The lastrow(a=d) is built asfollows:(i)choosethe columnb;(ii)varyf(1)=0,...,d−1andputf(0)=b;(iii)writepairsf(0)f(1) in the cell. For example, for d=3, one has b=0 b=1 b=2 001020011121021222 “f(1)=b” 001122011220021021 “f(1)=f(0)⊕b” 001221011022021120 “f(1)=2f(0)⊕b” 000102101112202122 “f(0)=b” (2) The groups(cells in the table)of functions thatdo notbelong to the lastrow are specified by the proposition: {a,b}:“The function values f(0) and f(1) satisfy f(1)=af(0)⊕b”, (3) while those from the last row by {d,b}:“The function value f(0)=b”. (4) The propositions corresponding to different partitions a are independent from eachother.Forexample,ifonepostulatestheproposition(A)“f(1)=af(0)⊕b” to be true, i.e. if we choose it as an “axiom”, then it is possible to prove that “theorem” (T1) “f(1) = af(0)⊕ b(cid:3)” is false for all b(cid:3) (cid:4)= b. Proposition (T1) is decidable within the axiom (A). Within the same axiom (A) it is, however, impossibletoproveordisprove“theorem”(T2)“f(1)=mf(0)⊕n”withm(cid:4)=a. Having only axiom (A), i.e. only one dit of information, there is not enough information to know also the truth value of (T2). Ascribing truth values to two 1 The considerations here can be generalized to all dimensions that are powers of primes. This is related to the fact that in these cases a complete set of mutually unbiasedbasesisknowntoexit.Inall othercasesthisisanopenquestionandgoes beyond thescope of thispaper (see, for example, Ref. [7]).

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