000 05041nam a22005655i 4500
001 978-3-319-57627-5
003 DE-He213
005 20210118142242.0
007 cr nn 008mamaa
008 170626s2017 gw | s |||| 0|eng d
020 _a9783319576275
_9978-3-319-57627-5
024 7 _a10.1007/978-3-319-57627-5
_2doi
050 4 _aQA267.7
072 7 _aGPFC
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aGPFC
_2thema
082 0 4 _a620
_223
100 1 _aJankowski, Andrzej.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aInteractive Granular Computations in Networks and Systems Engineering: A Practical Perspective
_h[electronic resource] /
_cby Andrzej Jankowski.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXLIII, 654 p. 137 illus., 102 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Networks and Systems,
_x2367-3370 ;
_v17
505 0 _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.
520 _aThe book outlines selected projects conducted under the supervision of the author. Moreover, it discusses significant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scientific 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.
650 0 _aComputational complexity.
650 0 _aComputational intelligence.
650 1 4 _aComplexity.
_0http://scigraph.springernature.com/things/product-market-codes/T11022
650 2 4 _aComputational Intelligence.
_0http://scigraph.springernature.com/things/product-market-codes/T11014
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319576268
776 0 8 _iPrinted edition:
_z9783319576282
776 0 8 _iPrinted edition:
_z9783319862118
830 0 _aLecture Notes in Networks and Systems,
_x2367-3370 ;
_v17
856 4 0 _uhttps://doi.org/10.1007/978-3-319-57627-5
912 _aZDB-2-ENG
999 _c450608
_d450608
942 _cEB
506 _aAvailable to subscribing member institutions only. Доступно лише організаціям членам підписки.
506 _fOnline access from local network of NaUOA.
506 _fOnline access with authorization at https://link.springer.com/
506 _fОнлайн-доступ з локальної мережі НаУОА.
506 _fОнлайн доступ з авторизацією на https://link.springer.com/