LEADER 04730nam 22006255 450 001 9910298971603321 005 20251117075436.0 010 $a3-319-06508-4 024 7 $a10.1007/978-3-319-06508-3 035 $a(CKB)3710000000218693 035 $a(EBL)1802918 035 $a(SSID)ssj0001338428 035 $a(PQKBManifestationID)11994227 035 $a(PQKBTitleCode)TC0001338428 035 $a(PQKBWorkID)11337592 035 $a(PQKB)10112392 035 $a(MiAaPQ)EBC1802918 035 $a(DE-He213)978-3-319-06508-3 035 $a(PPN)180621831 035 $a(EXLCZ)993710000000218693 100 $a20140807d2014 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aApplications of Metaheuristics in Process Engineering /$fedited by Jayaraman Valadi, Patrick Siarry 205 $a1st ed. 2014. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014. 215 $a1 online resource (451 p.) 300 $aDescription based upon print version of record. 311 08$a1-322-13552-5 311 08$a3-319-06507-6 320 $aIncludes bibliographical references at the end of each chapters. 327 $aMetaheuristics in Process Engineering: A Historical Perspective -- Applications of Genetic Algorithms in Chemical Engineering I: Methodology -- Applications of Genetic Algorithms in Chemical Engineering II: Case Studies -- Strategies for Evolutionary Data-Driven Modeling in Chemical and Metallurgical Systems -- Swarm Intelligence in Pulp and Paper Process Optimization -- Particle Swarm Optimization Technique for Optimal Design of Plate Type Distillation Column -- Reliable Optimal Control of a Fed-Batch Fermentation Process Using Ant Colony Optimisation and Bootstrap Aggregated Neural Network Models -- Biogeography-Based Optimization (BBO) for Dynamic Optimization of Chemical Reactors -- Biogeography-Based Optimization (BBO) Algorithm for Optimization of Heat Exchangers -- Optimization Heuristics Mimicking Chemical Processes -- In Silico Maturation: Processing Sequences to Improve Biopolymer Function Based on Genetic Algorithms -- Molecular Engineering of Electrically Conducting Polymers Using Artificial Intelligence Methods -- Applications of Genetic Algorithms in QSAR/QSPR Modeling -- Genetic Algorithms in Drug Design: A Not So Old Story in a Newer Bottle -- Multi objective Genetic Algorithms for Chemical Engineering Applications -- A Multi objective Modelling and Optimization Framework for Operations Management of a Fresh Fruit Supply Chain: A Case Study on a Mexican Lime Company -- Jumping Gene Adaptations of NSGA-II with Altruism Approach: Performance Comparison and Application to Williams-Otto Process -- Hybrid Approach for Multi objective Optimization and Its Application to Process Engineering Problems. 330 $aMetaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems such as real parameter optimization, combinatorial optimization, and mixed integer optimization. They are thus beginning to play a key role in different industrially important process engineering applications, among them the synthesis of heat and mass exchange equipment, synthesis of distillation columns, and static and dynamic optimization of chemical and bioreactors. This book explains cutting-edge research techniques in related computational intelligence domains and their applications in real-world process engineering. It will be of interest to industrial practitioners and research academics. 606 $aArtificial intelligence 606 $aComputational intelligence 606 $aChemical engineering 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aIndustrial Chemistry/Chemical Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/C27000 615 0$aArtificial intelligence. 615 0$aComputational intelligence. 615 0$aChemical engineering. 615 14$aArtificial Intelligence. 615 24$aComputational Intelligence. 615 24$aIndustrial Chemistry/Chemical Engineering. 676 $a660.28 702 $aValadi$b Jayaraman$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSiarry$b Patrick$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910298971603321 996 $aApplications of Metaheuristics in Process Engineering$92199992 997 $aUNINA