LEADER 01147cam--2200385---450 001 990002922600203316 005 20211103121655.0 010 $a978-84-670-2340-4 035 $a000292260 035 $aUSA01000292260 035 $a(ALEPH)000292260USA01 035 $a000292260 100 $a20070511d2007----km-y0itay50------ba 101 0 $aspa 102 $aES 105 $ay|||z|||001yy 200 1 $aAzul...$aCantos de vida y esperanza$fRubén Darío$gedición Álvaro Salvador$gguía de lectura Antonio Cerrada 205 $a11. ed 210 $aPozuelo de Alarcón (Madrid)$cEspasa Calpe$d2007 215 $a234 p.$d19 cm 225 2 $aAustral$v276$iPoesía 410 0$12001$aAustral$iPoesía 676 $a861.5 700 1$aDARIO,$bRube?n$0193816 702 1$aCERRADA CARRETERO,$bAntonio 702 1$aSALVADOR,$bÁlvaro 801 0$aIT$bsalbc$gISBD 912 $a990002922600203316 951 $aVI.5.A. 697$b198155 L.M.$cVI.5.$d00158454 959 $aBK 969 $aUMA 979 $aANNAMARIA$b90$c20070511$lUSA01$h1101 996 $aCantos de vida y esperanza$91265626 996 $aAzul$9208762 997 $aUNISA LEADER 04133nam 22005655 450 001 9910484849803321 005 20250221005335.0 010 $a9783319918396 010 $a3319918397 024 7 $a10.1007/978-3-319-91839-6 035 $a(CKB)4100000004821660 035 $a(DE-He213)978-3-319-91839-6 035 $a(MiAaPQ)EBC5400820 035 $z(PPN)258859180 035 $a(PPN)227402804 035 $a(EXLCZ)994100000004821660 100 $a20180522d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExtensions of Dynamic Programming for Combinatorial Optimization and Data Mining /$fby Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XVI, 280 p. 72 illus., 3 illus. in color.) 225 1 $aIntelligent Systems Reference Library,$x1868-4408 ;$v146 311 08$a9783319918389 311 08$a3319918389 327 $aIntroduction -- Tools for Study of Pareto Optimal Points -- Some Tools for Decision Tables -- Different Kinds of Decision Trees -- Multi-stage Optimization of Decision Trees with Some Applications -- More Applications of Multi-stage Optimizationof Decision Trees -- Bi-Criteria Optimization Problem for Decision Trees: Cost vs Cost -- Bi-Criteria Optimization Problem for Decision Trees: Cost vs Uncertainty -- Different Kinds of Rules and Systems of Rules. 330 $aDynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving these sub-problems, beginning with the simplest ones. A conventional dynamic programming algorithm returns an optimal object from a given set of objects. This book develops extensions of dynamic programming, enabling us to (i) describe the set of objects under consideration; (ii) perform a multi-stage optimization of objects relative to different criteria; (iii) count the number of optimal objects; (iv) find the set of Pareto optimal points for bi-criteria optimization problems; and (v) to study relationships between two criteria. It considers various applications, including optimization of decision trees and decision rule systems as algorithms for problem solving, as ways for knowledge representation, and as classifiers; optimization of element partition trees for rectangular meshes, which are used in finite element methodsfor solving PDEs; and multi-stage optimization for such classic combinatorial optimization problems as matrix chain multiplication, binary search trees, global sequence alignment, and shortest paths. The results presented are useful for researchers in combinatorial optimization, data mining, knowledge discovery, machine learning, and finite element methods, especially those working in rough set theory, test theory, logical analysis of data, and PDE solvers. This book can be used as the basis for graduate courses. . 410 0$aIntelligent Systems Reference Library,$x1868-4408 ;$v146 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a006.3 700 $aAbouEisha$b Hassan$4aut$4http://id.loc.gov/vocabulary/relators/aut$01228258 702 $aAmin$b Talha$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aChikalov$b Igor$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aHussain$b Shahid$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aMoshkov$b Mikhail$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910484849803321 996 $aExtensions of Dynamic Programming for Combinatorial Optimization and Data Mining$92851459 997 $aUNINA