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ACKNOWLEDGMENT
TheworkwassupportedbytheGrant-in-AidforScientific Research((C)18K04208)，JapanSocietyforthePromotionof Science.
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[6] [7] [8] [9]
[10] [1] [12]
REFERENCES
H. Fukuda， H. Murase， and I.T. Tokuda: “Control ling Circadian
RhythmsbyDark-PulsePerturbationsinArabidopsisthalianα"，Sci. Rep.，3，153;DOI:IO.1038/srepOI53.，2013.
A.M.Borland，1.Hartwel，D.J.Weston，K.A.Schlauch，T.J.Tschap- linski，G.A. Tuskan，X. Yang，and J.C. Cushman “Enginering crasulaceanacidmetabolismtoimprovewater-useeficiency"，Trends inPlantScience，19-5，327-338(2014).
A.M.BorlandandX.Yang:“Informingtheimprovement佃 dbiodesign ofcrasulaceanacidmetabolismviasystemdynarnicsmodeling"，New phytologist，20:946-ー949(2013).
B. Blasius，R. Nef f，F. Beck，and U. Lut tge :“ Oscil latory model of crasulaceanacidmetabolismwithadynamichysteresisswitch"，Proc. R.Soc.Lond.B，26:93-101(19). F.Beck，B.Blasius，U.Lutge，R.Nef，andU.Rascher:"Stochastic noiseinterferscoherentlywithamodelbiologicalclockandproduces specificdynamicbehaviour"，Proc.R.Soc.Lond.B，268:1307-1313 (201).
T.Matsuo，Y.Totoki，andH.Suemitsu“:AdaptiveEstimationofBiolog- icalRhytminCrasulaceanAcidMetabolismwithCriticalManifold"， ISRNApliedMathem叫 ics，vo.I2013，ArticleID856404，9pages，2013.
R.Sakamoto，A.Goto，H.SuemitsuandT.Matsuo:“PhaseShiftof BiologicalRhythminCrasulaceanAcidMetabolismbyControling LihjtIntensity"，Proc.01SICE2013，783-786，2013.
R.Sakamoto，C.Matoba，H.Suemitsu，andT.Matsuo“:FedbackControl ofBiologicalRhythminCrasulaceanAcidMetabolismbyC02-Uptake Signal"，IFAC-PapersOnLine，48-18，59-64(2015).
H.Fukuda，J.Kodama，andS.Kai “Circadianrhythmformation inplantsedling:globalsynchronizationandbifurcationasacoupled nonlinearoscilatorsystem"，BioSystems，77，41-46，204.
S.Hashizu，H.Suemitsu，and T.Matsuo， "Cel Synchronization of Crasulacean Acid Metabolism plant with Fedback Loop"，ICT- ROB0T2016，ThCT2.1，Sept7-9，Bexico，Busan，Korea(2016).
A.M.Borland，H.-B.Guo，X.Yang，and1.c.Cushman“:Orchestration ofcarbohydrateprocesingforcrasulaceanacidmetabolismぺCurent OpinioninPlantBiology，31，18-124(2016).
U.Rascher，M.-T.Hu，仕 K.Siebke，B.Osmond，F.Beck，andU.Lutge :“ Spatiotemporal variation of metabolism in a plant circadian rhythm: Thebiologicalclockasanasemblyofcoupledindividualoscilators， PNAS，98-20，1801-18
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Fig. 13. (midle)decisionvariables，(botom)Jg，品 (t).
v. CONCLUSION
In this paper，w e presented the model of the sum of the C O2uptakesofC A Mplantsasalinearcombinationofdelayed oscilationwavesofcels.Next，weproposedthecontinuous- timemomentumgradientdescentforsearchingaminimumof theobjectivefunctionandapplythisoptimizationmethodto thesignalseparationproblem.
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Time evolution of real-time optimizer， (top) objective function，
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