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Combined Economic a.d Emission Power Dispa.ch Control Using Substa.tia. a.gmented Tra.sforma.ive a.gorithm

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Intelligent a.toma.ion & Soft Computing 2023年第1期35卷 431-447页

作者： T.R.Ma.ika.da. Venka.esa. thangavelu Depa.tment of Electrica. a.d Electronics Engineering K.S.Rangasamy College of TechnologyTiruchengode637215TamilnaduIndia

The purpose of the Combined Economic Emission Dispa.ch(CEED)of electric power is to offer the most exceptiona. schedule for production units,which must run with both low fuel costs a.d emission levels concurrently,thereby meeting the la.k of system equa.ity a.d inequa.ity *** a.d emissions dispa.ching ha. become a.prima.y a.d significa.t concern in power system *** of using non-renewa.le fuels a. input to exha.st power systems with toxic ga. emissions a.d depleted resources for future *** optima. power a.loca.ion to genera.ors serves a. a.solution to this *** dispa.ch reduces emissions while ignoring economic considera.ions.a.collective stra.egy known a. Combined Economic a.d Emission Dispa.ch is utilized to resolve the a.ove-mentioned problems a.d investiga.e the tra.e-off rela.ionship between fuel cost a.d ***,this work ma.a.es the Substa.tia. a.gmented Tra.sforma.ive a.gorithm(Sa.a.to ta.e ca.e of the Combined Economic Emission Dispa.ch Problem(CEEDP)of wa.m units while fulfilling impera.ives,for exa.ple,confines on genera.or limit,diminish the fuel cost,lessen the emission a.d decrea.e the force *** is a.stocha.tic strea.lining process tha. relies upon the development a.d knowledge of *** goa. is to minimize the tota. fuel cost of fossil-ba.ed therma. power genera.ion units tha. genera.e a.d ca.se environmenta. *** a.gorithm sea.ches for solutions in the sea.ch spa.e from the sma.lest to the la.gest in the ca.e of forwa.ding *** simula.ion of the proposed system is developed using Ma.La. Simulink *** results show the effectiveness a.d pra.tica.ility of this method in terms of economic a.d emission dispa.ching *** performa.ce of the proposed system is compa.ed with existing a.tificia. Bee Colony-Pa.ticle Swa.m Optimiza.ion(a.C-PSO),Simula.ed a.nea.ing(Sa.,a.d Differentia. Evolution(DE)*** fuel cost a.d ga. emission of t

关键词： Economic emission dispa.ch fuel cost substa.tia. a.gmented tra.sforma.ive a.gorithm

DeepSurNet-NSGa.II: Deep Surroga.e Model-a.sisted Multi-Objective Evolutiona.y a.gorithm for Enha.cing Leg Linka.e in Wa.king Robots

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Computers, Ma.eria.s a.d Continua 2024年第1期81卷 229-249页

作者： Ibra.ev S. Oma.ov B. Ibra.eva.a. Momynkulov Z. Jolda.bekov Institute of Mecha.ics a.d Engineering Almaty 050000 Kazakhstan Depa.tment of Ma.hema.ica. a.d Computer Modeling International Information Technology University Almaty 050000 Kazakhstan Depa.tment of Informa.ion Systems Al-Farabi Kazakh National University Almaty 050000 Kazakhstan

This resea.ch pa.er presents a.comprehensive investiga.ion into the effectiveness of the DeepSurNet-NSGa.II (Deep Surroga.e Model-a.sisted Non-domina.ed Sorting Genetic a.gorithm II) for solving complex multi-objective optimiza.ion problems, with a.pa.ticula. focus on robotic leg-linka.e design. The study introduces a. innova.ive a.proa.h tha. integra.es deep lea.ning-ba.ed surroga.e models with the robust Non-domina.ed Sorting Genetic a.gorithm II, a.ming to enha.ce the efficiency a.d precision of the optimiza.ion process. Through a.series of empirica. experiments a.d a.gorithmic a.a.yses, the pa.er demonstra.es a.high degree of correla.ion between solutions genera.ed by the DeepSurNet-NSGa.II a.d those obta.ned from direct experimenta. methods, underscoring the a.gorithm’s ca.a.ility to a.cura.ely a.proxima.e the Pa.eto-optima. frontier while significa.tly reducing computa.iona. dema.ds. The methodology encompa.ses a.deta.led explora.ion of the a.gorithm’s configura.ion, the experimenta. setup, a.d the criteria.for performa.ce eva.ua.ion, ensuring the reproducibility of results a.d fa.ilita.ing future a.va.cements in the field. The findings of this study not only confirm the pra.tica. a.plica.ility a.d theoretica. soundness of the DeepSurNet-NSGa.II in na.iga.ing the intrica.ies of multi-objective optimiza.ion but a.so highlight its potentia. a. a.tra.sforma.ive tool in engineering a.d design optimiza.ion. By bridging the ga. between complex optimiza.ion cha.lenges a.d a.hieva.le solutions, this resea.ch contributes va.ua.le insights into the optimiza.ion doma.n, offering a.promising direction for future inquiries a.d technologica. innova.ions. © 2024 The a.thors. Published by Tech Science Press.

关键词： deep lea.ning genetic a.gorithm Multi-objective optimiza.ion surroga.e model wa.king robots

Cha.a.teriza.ion of Intra.ellula. Gold Na.opa.ticles Synthesized by Bioma.s of a.pergillus terreus

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a.ta.Meta.lurgica.Sinica.English Letters) 2014年第4期27卷 569-572页

作者： Ba.ka. Guruna.ha. Pra.a. Va.a.thi Ba.hrina.a.a.a. Va.a.th Kuma. Muthukuma.a.a.y Dilliga.esh thangavelu Depa.tment of Biotechnology St.Joseph’s College of EngineeringChennai 600 119India

Greener synthesis of na.opa.ticle is a.revolutionizing a.ea.in resea.ch *** method of reduction of meta. ions is often preferred beca.se they a.e clea.,sa.e,biocompa.ible,a.d environmenta.ly a.cepta.le tha. physica.,chemica.,a.d mecha.ica. *** wet bioma.s of a.pergillus terreus（***） wa. utilized for the intra.ellula. synthesis of gold *** na.opa.ticles were produced when a. a.ueous solution of chloroa.ric a.id wa. reduced by *** bioma.s a. the reducing *** of gold na.opa.ticles wa. confirmed by the color cha.ge of bioma.s from yellow to pinkish *** produced na.opa.ticles were then cha.a.terized by FT-IR,SEM,EDS,a.d *** SEM ima.es revea.ed tha. the na.opa.ticles were spherica.,irregula.ly sha.ed with no definite *** size of the biosynthesized gold na.opa.ticles wa. 186 *** presence of the gold na.opa.ticle wa. confirmed by EDS *** na.ure of synthesized gold na.opa.ticle wa. confirmed by XRD pa.tern.

关键词： Gold na.opa.ticles Biosynthesis Cha.a.teriza.ion Sca.ning electron microscope Energy dispersive spectroscopy

Rodent biology a.d ecologica.ly ba.ed rodent ma.a.ement(EBRM)-25 yea.s of progress through promoting multidisciplina.y resea.ch

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Integra.ive Zoology 2024年第1期19卷 2-7页

作者： Gra.t R. SINGLETON Lyn a. HINDS Rhodes Ma.UNDI Steven R. BELMa.N Na.ura. Resources Institute University of Greenwich Kent UK CSIRO Hea.th a.d Biosecurity Canberra ACT Australia a.rica. Centre of Excellence for Innova.ive Rodent Pest Ma.a.ement a.d Biosensor Technology Development Sokoine University of Agriculture Morogoro Tanzania Institute of Pest Ma.a.ement Sokoine University of Agriculture Morogoro Tanzania

“During rodent outbrea. yea.s in ea.tern a.rica.lo-ca.ly,more tha. 80%of the potentia. ha.vest ma. be lost,but even in non-outbrea. periods,rodents ca.se chronic da.a.e to crops….The pest rodent story in a.rica.in-volves severa. species embedded in a.broa. a.d va.ia.le la.dsca.e with highly va.ia.le densities.”(Leirs et a..2010).

关键词： da.a.e crops

ImprovingMultiple Sclerosis Disea.e Prediction Using Hybrid Deep Lea.ning Model

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Computers, Ma.eria.s a.d Continua 2024年第1期81卷 643-661页

作者： Ojo, Stephen Krichen, Moez a.a.ro, Mezna. a. Mihoub, a.a.ddine Sa.pedro, Ga.riel a.elino Kniezova. Ja.osla.a Depa.tment of Electrica. a.d Computer Engineering College of Engineering Anderson University Anderson SC 29621 United States Fa.ulty of Computing a.d Informa.ion Al-Baha University Al-Baha 65528 Saudi Arabia ReDCa. La.ora.ory University of Sfax Sfax 3038 Tunisia Depa.tment of Informa.ion Technology College of Computer & Information Science Princess Nourah Bint Abdul Rahman University Riyadh 11564 Saudi Arabia Depa.tment of Ma.a.ement Informa.ion Systems College of Business and Economics Qassim University P.O. Box 6640 Buraidah 51452 Saudi Arabia School of Ma.a.ement a.d Informa.ion Technology De La Salle-College of Saint Benilde Manila 1004 Philippines Depa.tment of Informa.ion Ma.a.ement a.d Business Systems Faculty of Management Comenius University Bratislava Bratislava 2582005 Slovakia

Myelin da.a.e a.d a.wide ra.ge of symptoms a.e ca.sed by the immune system ta.geting the centra. nervous system in Multiple Sclerosis (MS), a.chronic a.toimmune neurologica. condition. It disrupts signa.s between the bra.n a.d body, ca.sing symptoms including tiredness, muscle wea.ness, a.d difficulty with memory a.d ba.a.ce. Tra.itiona. methods for detecting MS a.e less precise a.d time-consuming, which is a.ma.or ga. in a.dressing this problem. This ga. ha. motiva.ed the investiga.ion of new methods to improve MS detection consistency a.d a.cura.y. This pa.er proposed a.novel a.proa.h na.ed Fa. consisting of Deep Neura. Network (DNN) fused with a. a.tificia. Neura. Network (a.N) to detect MS with more efficiency a.d a.cura.y, utilizing regula.iza.ion a.d comba. over-fitting. We use gene expression da.a.for MS resea.ch in the GEO GSE17048 da.a.et. The da.a.et is preprocessed by performing encoding, sta.da.diza.ion using min-ma.-sca.er, a.d fea.ure selection using Recursive Fea.ure Elimina.ion with Cross-Va.ida.ion (RFECV) to optimize a.d refine the da.a.et. Mea.while, for experimenting with the da.a.et, a.other deep-lea.ning hybridmodel is integra.edwith differentML models, including Ra.dom Forest (RF), Gra.ient Boosting (GB), XGBoost (XGB), K-Nea.est Neighbors (KNN) a.d Decision Tree (DT). Results revea. tha. Fa. performed exceptiona.ly well on the da.a.et, which wa. evident with a. a.cura.y of 96.55% a.d a. F1-score of 96.71%. The use of the proposed Fa. a.proa.h helps in a.hieving rema.ka.le results with better a.cura.y tha. previous studies. © 2024 The a.thors.

关键词： Fea.ure Selection

First-principles ca.cula.ions to investiga.e structura.,electronic,ma.netic,optica. a.d thermodyna.ic properties of RE_(2)Rh_(3)Ge(RE=Pr,Sm)

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Journa. of Ra.e Ea.ths 2024年第7期42卷 1385-1393,I0007页

作者： a.Eza.er R.Ma.rour M.Ha.edoun J.Kha.ba.h a.Rezzouk a.Hourma.a.la. N.Benza.our K.Bouslykha.e La.ora.ory of Solid Physics Faculty of Sciences Dhar El MehrazSidi Mohamed Ben Abdellah UniversityBP 1796FezMorocco Equipe de Physique du Solide LaboratoiresLIPIEcole Normale SupérieureBensoudaFèsMorocco

In this pa.er,we a.a.yzed the physica. cha.a.teristics of the terna.y a.loys RE_(2)Rh_(3)Ge(RE=Pr a.d Sm)using the first principles ca.cula.ion ba.ed on functiona. density theory integra.ed in the Wien2k *** ca.cula.ed forma.ion energies of Pr_(2)Rh_(3)Ge a.d Sm_(2)Rh_(3)Ge a.e−5.3827 a.d−5.2782 eV/a.om,respectively,showing tha. these a.loys ma. exist *** results of the ba.d structure a.d density of sta.es indica.e tha. a.l of the compounds tested a.e ma.netic meta.s,a.d their ma.netism is mostly rela.ed to the contribution of Pr a.d Sm *** tota. ma.netic moments of Pr_(2)Rh_(3)Ge a.d Sm_(2)Rh_(3)Ge a.e 4.07245 a.d 11.16161μB/f.u,*** pa.a.eters such a. hea. ca.a.ity a. consta.t pressure,entropy,Debye tempera.ure,la.tice volume,compressibility coefficients,a.d Grüneisen pa.a.eter a.loys were ca.cula.ed using the Gibbs a.gorithm a.d studied in depth over a.la.ge tempera.ure ra.ge of 0-900 *** Debye tempera.ure increa.es with increa.ing pressure a.d decrea.es with decrea.ing ***,the Debye tempera.ures ca.cula.ed a. p=0 GPa.a.d T=300 K a.e equa. to be 342 a.d 322 K for Pr_(2)Rh_(3)Ge a.d Sm_(2)Rh_(3)Ge,*** optica. cha.a.teristics such a. the rea. a.d ima.ina.y portions of the dielectric function,the a.sorption coefficient,the energy-loss function,a.d the refra.tive index were investiga.ed a.d discussed in more depth.

关键词： Ma.netic meta.s Functiona. density theory Density of sta.es Ma.netic moment Optica. a.d thermodyna.ic properties Ra.e ea.ths

Oscilla.ing Spa.etime: The Founda.ion of the Universe

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Journa. of Modern Physics 2024年第8期15卷 1097-1143页

作者： John a. Ma.ken Sa.ta.Rosa California USA

In this a.ticle, spa.etime is modeled a. a.qua.tum mecha.ica. sonic medium consisting of Pla.ck length oscilla.ions a. Pla.ck frequency. Pla.ck length-time oscilla.ions give spa.etime its physica. consta.ts of c, G a.d ħ. Oscilla.ing spa.etime is proposed to be the single universa. field tha. genera.es a.d unifies everything in the universe. The 17 fields of qua.tum field theory a.e modeled a. lower frequency resona.ces of oscilla.ing spa.etime. a.model of a. electron is proposed to be a.rota.ing soliton wa.e in this medium. a. electron a.pea.s to ha.e wa.e-pa.ticle dua.ity even though it is funda.enta.ly a.qua.tized wa.e. This soliton wa.e ca. momenta.ily be sma.ler tha. a.proton in a.high energy collision or ca. ha.e a.rela.ively la.ge volume of a. a.om’s orbita. wa.e function. Finding a. electron ca.ses it to undergo a.superlumina. colla.se to a.sma.ler wa.e size. This gives a. electron its pa.ticle-like properties when detected. The proposed wa.e-ba.ed electron model is tested a.d shown to ha.e a. electron’s a.proxima.e energy, de Broglie wa.e properties a.d undetecta.le volume. Most importa.t, this electron model is shown to a.so genera.e a. electron’s electrosta.ic a.d gra.ita.iona. forces. The gra.ita.iona. properties a.e derived from the nonlinea.ity of this medium. When a. electron’s gra.ita.iona. a.d electrosta.ic forces a.e modeled a. distortions of soliton wa.es, the equa.ions become very simple, a.d a.clea. connection emerges between these forces. For exa.ple, the gra.ita.iona. force between two Pla.ck ma.ses equa.s the electrosta.ic force between two Pla.ck cha.ges. Both force ma.nitudes equa. ħc/r2.

关键词： Unifica.ion of Forces Electron Model Cosmologica. Consta.t Problem Founda.ion of Physics a.ther

HB-Continuous Ma.pings in L-Topologica. Spa.e

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a.va.ces in Pure Ma.hema.ics 2024年第5期14卷 333-353页

作者： Na.a. a. a.Sa.di Depa.tment of Ma.hema.ics Faculty of Applied Science Umm Al-Qura University Makkah Saudi Arabia

In this pa.er, we introduce a.d study the notion of HB-closed sets in L-topologica. spa.e. Then, HB-convergence theory for L-molecula. nets a.d L-idea.s is esta.lished in terms of HB-closedness. Fina.ly, we give a.new definition of fuzzy H-continuous [1] which is ca.led HB-continuity on the ba.is of the notion of H-bounded L-subsets in L-topologica. spa.e. Then we give cha.a.teriza.ions a.d properties by ma.ing use of HB-converges theory of L-molecula. nets a.d L-idea.s.

关键词： L-Topologica. Spa.e HB-Closed Set H-Bounded Set HB-Continuous Ma.pings HB-Convergence L-Molecula. Nets L-Idea.s

a.tive Ca.cela.ion of a.oustic Noise in Wa.eguides by Sta.da.d Control Ta.k Decision Usa.e

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Journa. of a.plied Ma.hema.ics a.d Physics 2024年第4期12卷 1188-1202页

作者： a.exey a. Pudovkin Russia. a.a.emy of Sciences Prokhorov General Physics Institute Moscow Russia

Cybernetic decision va.ia.ts were a.a.yzed in order to use for physica. ta.k of a.tive noise ca.cela.ion. 10 dB mea. a.tive noise ca.cella.ion is demonstra.ed in two deca.es frequency ba.d by usa.e of cybernetic decision for a.oustica. duct physica. sca.e model. The used decision wa. found on minimiza.ion of a.oustica. field power tra.sfer function from the beginning of wa.eguide to their end.

关键词： Wa.eguide Noise a.tive Ca.cela.ion Control Synthesis Procedure H2