Cultural Algorithms: Recent Advances (Engineering Optimization: Methods and Applications) - Tapa blanda
Sinopsis
This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms.
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Acerca del autor
Shahin Jalili is a Research Fellow in the School of Engineering at the University of Aberdeen working on renewable energies. His research interests focus on problems that link engineering, computer and mathematical sciences, with particular emphasis on optimization methods and numerical algorithms. He has developed a series of numerical approaches for various optimization problems in different branches of engineering science, ranging from the optimum design of skeletal and composite structures to optimum scheduling of offshore wind operations and performance optimization of transportation networks. He has also worked on the mathematical aspects of finite element analysis and developed a set of new structural and sensitivity reanalysis formulations based on the polynomial vector extrapolation methods to reduce the computational complexity of structural optimization.
De la contraportada
This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms.
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Cultural Algorithms
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Springer, Berlin|Springer Nature Singapore|Springer, 2023
ISBN 10: 9811946353
ISBN 13: 9789811946356
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimi. Nº de ref. del artículo: 1215161318
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Cultural Algorithms
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Springer Nature Singapore Nov 2023, 2023
ISBN 10: 9811946353
ISBN 13: 9789811946356
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Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms. 288 pp. Englisch. Nº de ref. del artículo: 9789811946356
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Cultural Algorithms | Recent Advances
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Taschenbuch. Condición: Neu. Cultural Algorithms | Recent Advances | Shahin Jalili | Taschenbuch | xiii | Englisch | 2023 | Springer Singapore | EAN 9789811946356 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Nº de ref. del artículo: 127945506
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Cultural Algorithms
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Springer Nature Singapore, Springer Nature Singapore Nov 2023, 2023
ISBN 10: 9811946353
ISBN 13: 9789811946356
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Taschenbuch. Condición: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 288 pp. Englisch. Nº de ref. del artículo: 9789811946356
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Condición: New. Print on Demand pp. 288. Nº de ref. del artículo: 397857391
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Cultural Algorithms : Recent Advances
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ISBN 10: 9811946353
ISBN 13: 9789811946356
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Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms. Nº de ref. del artículo: 9789811946356
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