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Innovization: Discovering Innovative Solution Principles Through Optimization - encadernado, livro de bolso
2018, ISBN: 3540731725
[SR: 1935359], Hardcover, [EAN: 9783540731726], Springer, Springer, Book, [PU: Springer], 2018-12-09, Springer, Every designer wants to know what makes a product or process optimal. This … mais…
Kalyanmoy Deb:
Innovization : Discovering Innovative Solution Principles Through Optimization - encadernado, livro de bolso2025, ISBN: 3540731725
[EAN: 9783540731726], Neubuch, [PU: Berlin Springer Berlin Heidelberg Springer Jun 2025], ENGINEERING DESIGN, EVOLUTIONARY COMPUTATION, METAHEURISTICS, MULTICRITERION DECISION ANALYSIS, O… mais…
2023
ISBN: 9783540731726
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Springer, Gebundene Ausgabe, Auflage: 1st ed. 2025, 300 Seiten, Publiziert: 2023-06-14T00:00:01Z, Produktgruppe: Buch, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorien… mais…
ISBN: 9783540731726
Computer Science; Artificial Intelligence (incl. Robotics); Engineering Design; Optimization; Pattern Recognition; Algorithm Analysis and Problem Complexity Engineering design, Evolutiona… mais…
ISBN: 9783540731726
Computer Science; Artificial Intelligence; Engineering Design; Optimization; Pattern Recognition; Algorithm Analysis and Problem Complexity Engineering design, Evolutionary computation, M… mais…
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Dados detalhados do livro - Innovization: Discovering Innovative Solution Principles Through Optimization
EAN (ISBN-13): 9783540731726
ISBN (ISBN-10): 3540731725
Livro de capa dura
Ano de publicação: 2012
Editor/Editora: Springer
Livro na base de dados desde 2008-02-12T11:55:36+00:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-07-05T13:57:56+01:00 (Lisbon)
Número ISBN/EAN: 9783540731726
Número ISBN - Ortografia alternativa:
3-540-73172-5, 978-3-540-73172-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: kalyanmoy deb
Dados da editora
Autor: Kalyanmoy Deb
Título: Innovization - Discovering Innovative Solution Principles Through Optimization
Editora: Springer; Springer Berlin
Ano de publicação: 2025-06-13
Berlin; Heidelberg; DE
Língua: Inglês
58,80 € (DE)
60,45 € (AT)
79,15 CHF (CH)
Not yet available
Approx. 300 p.
BB; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Ingenieurwissenschaften; Engineering design; Evolutionary computation; Machine learning; Metaheuristics; Multicriterion decision analysis; Multicriterion optimization; Multiobjective optimization; Natural computing; Artificial Intelligence; Engineering Design; Optimization; Automated Pattern Recognition; Theory of Computation; Konstruktion, Entwurf; Optimierung; Mustererkennung; Theoretische Informatik; EA
Every designer wants to know what makes a product or process optimal. This book suggests a holistic approach to optimization that involves two steps: find a set of trade-off optimal solutions involving two or more conflicting objectives related to the problem, and then analyze these high-performing solutions to determine solution principles that commonly prevail among these solutions. Since the solutions are optimal, such common principles are likely to exist; and since these principles are common to many solutions they are likely to provide robust, reliable solution principles.
The author is one of the leading researchers in multiobjective optimization, and an expert in design methodology. In this book he offers introductions to innovation in design; multiobjective optimization, in particular evolutionary multiobjective optimization (EMO) techniques that find multiple, trade-off, optimal solutions; and knowledge extraction from multivariate data using graphical, regression and clustering techniques. He then introduces his innovization methodology for revealing new, innovative design principles related to decision variables and objectives, and he demonstrates it through engineering case studies, in particular product and process design problems.
The book will be of benefit to practitioners, researchers and students engaged with issues of optimal design, in particular in domains such as engineering design, product design, engineering optimization, manufacturing, process design and complex systems. The sample computer code referenced is available from the author's website.
Introduction.- Innovative Solution Principles.- Optimization Methods for Multiple Conflicting Objectives.- Innovization Through Multiobjective Optimization.- Innovization in Various Problem-Solving Tasks.- Higher and Lower Levels of Innovization.- Existing Innovization Practices.- Concluding Remarks.- Bibliography.- References.
First book on this topic Author invented the term "Innovization" Interdisciplinary treatment, case studies from mechanical engineering
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