001451023 000__ 04864cam\a2200505\i\4500 001451023 001__ 1451023 001451023 003__ OCoLC 001451023 005__ 20230310004639.0 001451023 006__ m\\\\\o\\d\\\\\\\\ 001451023 007__ cr\cn\nnnunnun 001451023 008__ 221108s2022\\\\sz\a\\\\ob\\\\001\0\eng\d 001451023 019__ $$a1349563137$$a1350412976 001451023 020__ $$a9783031138584$$q(electronic bk.) 001451023 020__ $$a3031138589$$q(electronic bk.) 001451023 020__ $$z9783031138577 001451023 020__ $$z3031138570 001451023 0247_ $$a10.1007/978-3-031-13858-4$$2doi 001451023 035__ $$aSP(OCoLC)1350453834 001451023 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dEBLCP$$dOCLCF$$dUKAHL$$dOCLCQ 001451023 049__ $$aISEA 001451023 050_4 $$aQA76.76.E95 001451023 08204 $$a006.3/3$$223/eng/20221108 001451023 1001_ $$aSheremet, I. A.,$$d1956-$$eauthor.$$1https://isni.org/isni/0000000356069528 001451023 24510 $$aMultigrammatical framework for knowledge-based digital economy /$$cIgor A. Sheremet. 001451023 264_1 $$aCham, Switzerland :$$bSpringer,$$c2022. 001451023 300__ $$a1 online resource :$$billustrations (black and white, and color). 001451023 336__ $$atext$$btxt$$2rdacontent 001451023 337__ $$acomputer$$bc$$2rdamedia 001451023 338__ $$aonline resource$$bcr$$2rdacarrier 001451023 504__ $$aIncludes bibliographical references and index. 001451023 5050_ $$aPreface -- Introduction -- Sociotechnological systems and associated problems -- Syntax, semantics and mathematical properties of multiset grammars -- Basic algorithmics of multiset grammars and metagrammars -- Resource-consuming sociotechnological systems -- Industrial sociotechnological systems -- Economical sociotechnological systems and economical combinatorics -- Resilience and recovery of sociotechnological systems -- Resource-based games -- Multigrammatical representation of classic problems of operations research -- Interconnections between multiset grammars and models of computation -- Implementation issues and future developments -- Conclusion -- References -- Index -- List of Acronyms. 001451023 506__ $$aAccess limited to authorized users. 001451023 520__ $$aThis monograph introduces a novel multiset-based conceptual, mathematical and knowledge engineering paradigm, called multigrammatical framework (MGF), used for planning and scheduling in resource-consuming, resource-producing (industrial) and resource-distributing (economical) sociotechnological systems (STS). This framework is meant to enable smart operation not only in a "business-as-usual" mode, but also in extraordinary, highly volatile or hazardous environments. It is the result of convergence and deep integration into a unified, flexible and effectively implemented formalism operating on multisets of several well-known paradigms from classical operations research and modern knowledge engineering, such as: mathematical programming, game theory, optimal scheduling, logic programming and constraint programming. The mathematical background needed for MGF, its algorithmics, applications, implementation issues, as well as its nexus with known models from operations research and theoretical computer science areas are considered. The resilience and recovery issues of an STS are studied by applying the MGF toolkit and on paying special attention to the multigrammatical assessment of resilience of energy infrastructures. MGF-represented resource-based games are introduced, and directions for further development are discussed. The author presents multiple applications to business intelligence, critical infrastructure, ecology, economy and industry. This book is addressed to scholars working in the areas of theoretical and applied computer science, artificial intelligence, systems analysis, operations research, mathematical economy and critical infrastructure protection, to engineers developing software-intensive solutions for implementation of the knowledge-based digital economy and Industry 4.0, as well as to students, aspirants and university staff. Foundational knowledge of set theory, mathematical logic and routine operations on data bases is needed to read this book. The content of the monograph is gradually presented, from simple to complex, in a well-understandable step-by-step manner. Multiple examples and accompanying figures are included in order to support the explanation of the various notions, expressions and algorithms. 001451023 588__ $$aDescription based on print version record. 001451023 650_0 $$aExpert systems (Computer science) 001451023 650_0 $$aRecursive functions. 001451023 650_0 $$aIndustry 4.0. 001451023 655_0 $$aElectronic books. 001451023 77608 $$iPrint version:$$aSheremet, I. A., 1956-$$tMultigrammatical framework for knowledge-based digital economy.$$dCham : Springer, 2022$$z9783031138577$$w(OCoLC)1348993816 001451023 852__ $$bebk 001451023 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-13858-4$$zOnline Access$$91397441.1 001451023 909CO $$ooai:library.usi.edu:1451023$$pGLOBAL_SET 001451023 980__ $$aBIB 001451023 980__ $$aEBOOK 001451023 982__ $$aEbook 001451023 983__ $$aOnline 001451023 994__ $$a92$$bISE