04270nam 22007815 450 991025419400332120201107223619.09783319192550331919255810.1007/978-3-319-19255-0(CKB)3710000000452181(EBL)3567960(SSID)ssj0001534586(PQKBManifestationID)11855993(PQKBTitleCode)TC0001534586(PQKBWorkID)11498108(PQKB)10484663(DE-He213)978-3-319-19255-0(MiAaPQ)EBC3567960(PPN)187685185(EXLCZ)99371000000045218120150725d2016 u| 0engur|n|---|||||txtccrAdvanced Multiresponse Process Optimisation An Intelligent and Integrated Approach /by Tatjana V. Šibalija, Vidosav D. Majstorović1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (309 p.)Description based upon print version of record.9783319192543 331919254X Includes bibliographical references.Introduction -- Review of multiresponse optimisation approaches -- An intelligent, integrated, problem-independent method for multiresponse process optimisation -- Implementation of an intelligent, integrated, problem-independent method to multiresponse process optimisation -- Case studies -- Conclusion.This book presents an intelligent, integrated, problem-independent method for multiresponse process optimization. In contrast to traditional approaches, the idea of this method is to provide a unique model for the optimization of various processes, without imposition of assumptions relating to the type of process, the type and number of process parameters and responses, or interdependences among them. The presented method for experimental design of processes with multiple correlated responses is composed of three modules: an expert system that selects the experimental plan based on the orthogonal arrays; the factor effects approach, which performs processing of experimental data based on Taguchi’s quality loss function and multivariate statistical methods; and process modeling and optimization based on artificial neural networks and metaheuristic optimization algorithms. The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes.ManufacturesArtificial intelligenceRoboticsAutomationComputational intelligenceOperations researchDecision makingManufacturing, Machines, Tools, Processeshttps://scigraph.springernature.com/ontologies/product-market-codes/T22050Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Robotics and Automationhttps://scigraph.springernature.com/ontologies/product-market-codes/T19020Computational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Operations Research/Decision Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/521000Manufactures.Artificial intelligence.Robotics.Automation.Computational intelligence.Operations research.Decision making.Manufacturing, Machines, Tools, Processes.Artificial Intelligence.Robotics and Automation.Computational Intelligence.Operations Research/Decision Theory.620Šibalija Tatjana Vauthttp://id.loc.gov/vocabulary/relators/aut760815Majstorović Vidosav Dauthttp://id.loc.gov/vocabulary/relators/autBOOK9910254194003321Advanced Multiresponse Process Optimisation2514057UNINA