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 … Mehr…

[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 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., 280291, Intelligence & Semantics, 3887, AI & Machine Learning, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 132552011, Computer Vision & Pattern Recognition, 3887, AI & Machine Learning, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3870, Algorithms, 132570011, Data Structures, 3880, Genetic, 3882, Memory Management, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 4019, Structured Design, 4011, Software Design, Testing & Engineering, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 7921653011, Products, 13762, Industrial Design, 227550, Industrial, Manufacturing & Operational Systems, 173515, Engineering, 173507, Engineering & Transportation, 1000, Subjects, 283155, Books, 13946, Linear Programming, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 491298, Algorithms, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491300, Artificial Intelligence, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 468212, Engineering, 491336, Aeronautical Engineering, 491338, Chemical Engineering, 491340, Civil Engineering, 491342, Electrical & Electronic Engineering, 684258011, Environmental Engineering, 491346, Industrial Engineering, 491348, Mechanical Engineering, 684259011, Nuclear Engineering, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 468218, Mathematics, 491542, Algebra & Trigonometry, 491544, Calculus, 491546, Geometry, 491548, Statistics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books<

2025, ISBN: 3540731725

[EAN: 9783540731726], Neubuch, [PU: Berlin Springer Berlin Heidelberg Springer Jun 2025], ENGINEERING DESIGN, EVOLUTIONARY COMPUTATION, METAHEURISTICS, MULTICRITERION DECISION ANALYSIS, O… Mehr…

[EAN: 9783540731726], Neubuch, [PU: Berlin Springer Berlin Heidelberg Springer Jun 2025], ENGINEERING DESIGN, EVOLUTIONARY COMPUTATION, METAHEURISTICS, MULTICRITERION DECISION ANALYSIS, OPTIMIZATION, MULTIOBJECTIVE NATURAL COMPUTING, MACHINE LEARNING, Besorgungstitel Neuware - Rare Book Procurement - 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. 300 pp. Englisch, Books<

2023, ISBN: 9783540731726

Gebundene Ausgabe

Springer, Gebundene Ausgabe, Auflage: 1st ed. 2025, 300 Seiten, Publiziert: 2023-06-14T00:00:01Z, Produktgruppe: Buch, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorien… Mehr…

Springer, Gebundene Ausgabe, Auflage: 1st ed. 2025, 300 Seiten, Publiziert: 2023-06-14T00:00:01Z, Produktgruppe: Buch, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorien, Bücher, Algorithmen, Programmierung & Webdesign, Künstliche Intelligenz, Fachbücher, Maschinenbau, Ingenieurwissenschaften, Industriedesign, Film, Kunst & Kultur, Ingenieurwissenschaft & Technik, Naturwissenschaften & Technik, Mathematik, Fremdsprachige Bücher, Englische Bücher, Springer, 2023<

ISBN: 9783540731726

Computer Science; Artificial Intelligence (incl. Robotics); Engineering Design; Optimization; Pattern Recognition; Algorithm Analysis and Problem Complexity Engineering design, Evolutiona… Mehr…

Computer Science; Artificial Intelligence (incl. Robotics); Engineering Design; Optimization; Pattern Recognition; Algorithm Analysis and Problem Complexity Engineering design, Evolutionary computation, Machine learning, Metaheuristics, Multicriterion decision analysis, Multicriterion optimization, Multiobjective optimization, Natural computing Books, Springer Nature<

ISBN: 9783540731726

Computer Science; Artificial Intelligence; Engineering Design; Optimization; Pattern Recognition; Algorithm Analysis and Problem Complexity Engineering design, Evolutionary computation, M… Mehr…

Computer Science; Artificial Intelligence; Engineering Design; Optimization; Pattern Recognition; Algorithm Analysis and Problem Complexity Engineering design, Evolutionary computation, Machine learning, Metaheuristics, Multicriterion decision analysis, Multicriterion optimization, Multiobjective optimization, Natural computing Books, Springer Shop<