LEADER 03469nam 2200601 450 001 9910815684303321 005 20230807212219.0 010 $a1-84816-611-7 035 $a(CKB)3710000000315710 035 $a(CaPaEBR)ebrary10998149 035 $a(SSID)ssj0001455149 035 $a(PQKBManifestationID)11821168 035 $a(PQKBTitleCode)TC0001455149 035 $a(PQKBWorkID)11499075 035 $a(PQKB)11328624 035 $a(MiAaPQ)EBC3051338 035 $a(WSP)0000P736 035 $a(Au-PeEL)EBL3051338 035 $a(CaPaEBR)ebr10998149 035 $a(CaONFJC)MIL681399 035 $a(OCoLC)898125741 035 $a(EXLCZ)993710000000315710 100 $a20150108h20152015 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt 182 $cc 183 $acr 200 00$aGMDH-methodology and implementation in C /$fedited by Godfrey Onwubolu 210 1$aLondon, [England] :$cImperial College Press,$d2015. 210 4$dİ2015 215 $a1 online resource (304 p.) 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a1-322-50117-3 311 $a1-84816-610-9 320 $aIncludes bibliographical references and index. 327 $a1. Introduction / Godfrey C. Onwubolu -- 2. GMDH Multilayered Iterative Algorithm (MIA) / Godfrey C. Onwubolu -- 3. GMDH multilayered algorithm using prior information / Alexandr Kiryanov -- 4. Combinatorial (COMBI) algorithm / Oleksiy Koshulko, Anatoliy Koshulko and Godfrey C. Onwubolu -- 5. GMDH harmonic algorithm / Godfrey C. Onwubolu -- 6. GMDH-based modified polynomial neural network algorithm / Alexander Tyryshkin, Anatoliy Andrakhanov and Andrey Orlov -- 7. GMDH-clustering / Lyudmyla Sarycheva and Alexander Sarychev -- 8. Multiagent clustering algorithm / Oleksii Oliinyk, Sergey Subbotin and Andrii Oliinyk -- 9. Analogue complexing algorithm / Dmytro Zubov -- 10. GMDH-type neural network and genetic algorithm / Saeed Fallahi, Meysam Shaverdi and Vahab Bashiri. 330 $aGroup Method of Data Handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modeling has been developed and applied to complex systems in areas like prediction, modeling, clusterization, system identification, as well as data mining and knowledge extraction technologies, to several fields including social science, science, engineering, and medicine. This book makes error-free codes available to end-users so that these codes can be used to understand the implementation of GMDH, and then create opportunities to further develop the variants of GMDH algorithms. C-language has been chosen because it is a basic language commonly taught in the first year in computer programming courses in most universities and colleges, and the compiled versions could be used for more meaningful practical applications where security is necessary. 606 $aGMDH algorithms 606 $aSelf-organizing systems$xData processing 606 $aC (Computer program language) 615 0$aGMDH algorithms. 615 0$aSelf-organizing systems$xData processing. 615 0$aC (Computer program language) 676 $a003.7 702 $aOnwubolu$b Godfrey 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910815684303321 996 $aGMDH-methodology and implementation in C$94089033 997 $aUNINA