LEADER 04391nam 22004815 450 001 9910254314103321 005 20200703181243.0 010 $a3-319-57627-5 024 7 $a10.1007/978-3-319-57627-5 035 $a(CKB)3710000001418261 035 $a(DE-He213)978-3-319-57627-5 035 $a(MiAaPQ)EBC4887167 035 $a(PPN)202992926 035 $a(EXLCZ)993710000001418261 100 $a20170626d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInteractive Granular Computations in Networks and Systems Engineering: A Practical Perspective /$fby Andrzej Jankowski 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XLIII, 654 p. 137 illus., 102 illus. in color.) 225 1 $aLecture Notes in Networks and Systems,$x2367-3370 ;$v17 311 $a3-319-57626-7 327 $aResearch Motivations -- Research Objectives and Selected Approaches -- Challenges of WisTech (based on IGrC) for CAS Modeling, Controlling, and Monitoring -- Main Overview of Results -- Guide to the Contents of the Book -- The Concept of Complex System -- Examples of Complex Systems -- Concept of Complex Systems Engineering (CSE) -- CSE Practice: CSE Crisis -- CSE Theory: Some Approaches -- TPGP: The Concept of the Theory - Practice Gap Problem. 330 $aThe book outlines selected projects conducted under the supervision of the author. Moreover, it discusses signi?cant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scienti?c domains worldwide, along with features characteristic of the author?s approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with Professor Andrzej Skowron. Based on the empirical findings from these projects, the author explores the following areas: (a) understanding the causes of the theory and practice gap problem (TPGP) in complex systems engineering (CSE);(b) generalizing computing models of complex adaptive systems (CAS) (in particular, natural computing models) by constructing an interactive granular computing (IGrC) model of networks of interrelated interacting complex granules (c-granules), belonging to a single agent and/or to a group of agents; (c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP. The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC model refers to the key mechanisms used to control the processes related to the implementation of CSE projects. One of the main aims was to develop a mechanism of IGrC control over computations that model a project?s implementation processes to maximize the chances of its success, while at the same time minimizing the emerging risks. In this regard, the IGrC control is usually performed by means of properly selected and enforced (among project participants) project principles. These principles constitute examples of c-granules, expressed by complex vague concepts (represented by c-granules too). The c-granules evolve with time (in particular, the meaning of the concepts is also subject of change). This methodology is illustrated using project principles applied by the author during the implementation of the POLTAX, AlgoTradix, Merix, and Excavio projects outlined in the book. 410 0$aLecture Notes in Networks and Systems,$x2367-3370 ;$v17 606 $aComputational complexity 606 $aComputational intelligence 606 $aComplexity$3https://scigraph.springernature.com/ontologies/product-market-codes/T11022 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 615 0$aComputational complexity. 615 0$aComputational intelligence. 615 14$aComplexity. 615 24$aComputational Intelligence. 676 $a620 700 $aJankowski$b Andrzej$4aut$4http://id.loc.gov/vocabulary/relators/aut$0455606 906 $aBOOK 912 $a9910254314103321 996 $aInteractive Granular Computations in Networks and Systems Engineering: A Practical Perspective$92240995 997 $aUNINA