LEADER 01565nam 2200409Ia 450 001 996385779103316 005 20200824132236.0 035 $a(CKB)4940000000076593 035 $a(EEBO)2240974598 035 $a(OCoLC)ocm12336272e 035 $a(OCoLC)12336272 035 $a(EXLCZ)994940000000076593 100 $a19850801d1694 uy | 101 0 $aeng 135 $aurbn||||a|bb| 200 10$aMiscellaneous letters and essays on several subjects$b[electronic resource] $ephilosophical, moral, historical, critical, amorous, &c., in prose and verse : directed to John Dryden, Esq., the Honourable Geo. Granvill, Esq., Walter Moile, Esq., Mr. Dennis, Mr. Congreve, and other eminent men of th' age /$fby several gentlemen and ladies 210 $aLondon $cPrinted for Benjamin Bragg ...$d1694 215 $a[16], 131 [i.e. 231], [1] p 300 $aEpistle dedicatory signed: Charles Gildon. 300 $aErrata: p. [1] at end. 300 $aReproduction of original in Folger Library. 330 $aeebo-0055 606 $aEnglish letters$y17th century 606 $aEnglish essays$yEarly modern, 1500-1700 615 0$aEnglish letters 615 0$aEnglish essays 700 $aGildon$b Charles$f1665-1724.$0483282 701 $aMoyle$b Walter$f1672-1721.$0615801 701 $aDryden$b John$f1631-1700.$0166214 801 0$bEAA 801 1$bEAA 801 2$bm/c 801 2$bWaOLN 906 $aBOOK 912 $a996385779103316 996 $aMiscellaneous letters and essays, on several subjects$92341536 997 $aUNISA LEADER 03514nam 22005655 450 001 996418262103316 005 20200705213955.0 010 $a981-15-5403-X 024 7 $a10.1007/978-981-15-5403-2 035 $a(CKB)4100000011325577 035 $a(DE-He213)978-981-15-5403-2 035 $a(MiAaPQ)EBC6264942 035 $a(PPN)269145737 035 $a(EXLCZ)994100000011325577 100 $a20200701d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDNA Computing Based Genetic Algorithm$b[electronic resource] $eApplications in Industrial Process Modeling and Control /$fby Jili Tao, Ridong Zhang, Yong Zhu 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2020. 215 $a1 online resource (IX, 274 p. 187 illus., 108 illus. in color.) 311 $a981-15-5402-1 327 $aIntroduction -- DNA computing based RNA-GA -- DNA double-helix based hybrid genetic algorithm -- DNA computing based multi-objective genetic algorithm -- Parameter identification and optimization for chemical process -- RBF neural network for nonlinear SISO system -- T-S Fuzzy neural network for nonlinear SISO system -- PCA & GA based ARX plus RBF Modeling for Nonlinear DPS -- GA based predictive control design -- MOGA based PID controller design -- Concluding Remarks. 330 $aThis book focuses on the implementation, evaluation and application of DNA/RNA-based genetic algorithms in connection with neural network modeling, fuzzy control, the Q-learning algorithm and CNN deep learning classifier. It presents several DNA/RNA-based genetic algorithms and their modifications, which are tested using benchmarks, as well as detailed information on the implementation steps and program code. In addition to single-objective optimization, here genetic algorithms are also used to solve multi-objective optimization for neural network modeling, fuzzy control, model predictive control and PID control. In closing, new topics such as Q-learning and CNN are introduced. The book offers a valuable reference guide for researchers and designers in system modeling and control, and for senior undergraduate and graduate students at colleges and universities. . 606 $aComputer mathematics 606 $aControl engineering 606 $aArtificial intelligence 606 $aComputational Science and Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/M14026 606 $aControl and Systems Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/T19010 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aComputer mathematics. 615 0$aControl engineering. 615 0$aArtificial intelligence. 615 14$aComputational Science and Engineering. 615 24$aControl and Systems Theory. 615 24$aArtificial Intelligence. 676 $a519.7 700 $aTao$b Jili$4aut$4http://id.loc.gov/vocabulary/relators/aut$01021655 702 $aZhang$b Ridong$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aZhu$b Yong$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418262103316 996 $aDNA Computing Based Genetic Algorithm$92424737 997 $aUNISA