Holdings: Evolutionary global optimization, manifolds and applications

Evolutionary global optimization, manifolds and applications:

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Bibliographic Details
Main Author:	Oliveira Junior, Hime Aguiar e (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham Springer [2016]
Series:	Studies in systems, decision and control volume 43 (2016)
Subjects:	Engineering Mathematical optimization Statistics Computational intelligence Economic theory Computational Intelligence Economic Theory/Quantitative Economics/Mathematical Methods Continuous Optimization Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Ingenieurwissenschaften Statistik Optimierung Wirtschaftstheorie Wirtschaftsmodell
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online Ressource (xiii, 137 Seiten)
ISBN:	9783319264677
DOI:	10.1007/978-3-319-26467-7

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Record in the Search Index

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adam_text	EVOLUTIONARY GLOBAL OPTIMIZATION, MANIFOLDS AND APPLICATIONS / AGUIAR E OLIVEIRA JUNIOR, HIME : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS PART I INTRODUCTORY INFORMATION PART II GLOBAL OPTIMIZATION ON MANIFOLDS PART III FURTHER APPLICATIONS OF FUZZY ASA. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. EVOLUTIONARY GLOBAL OPTIMIZATION, MANIFOLDS AND APPLICATIONS / AGUIAR E OLIVEIRA JUNIOR, HIME : 2016 ABSTRACT / INHALTSTEXT THIS BOOK PRESENTS POWERFUL TECHNIQUES FOR SOLVING GLOBAL OPTIMIZATION PROBLEMS ON MANIFOLDS BY MEANS OF EVOLUTIONARY ALGORITHMS, AND SHOWS IN PRACTICE HOW THESE TECHNIQUES CAN BE APPLIED TO SOLVE REAL-WORLD PROBLEMS. IT DESCRIBES RECENT FINDINGS AND WELL-KNOWN KEY FACTS IN GENERAL AND DIFFERENTIAL TOPOLOGY, REVISITING THEM ALL IN THE CONTEXT OF APPLICATION TO CURRENT OPTIMIZATION PROBLEMS. SPECIAL EMPHASIS IS PUT ON GAME THEORY PROBLEMS. HERE, THESE PROBLEMS ARE REFORMULATED AS CONSTRAINED GLOBAL OPTIMIZATION TASKS AND SOLVED WITH THE HELP OF FUZZY ASA. IN ADDITION, MORE ABSTRACT EXAMPLES, INCLUDING MINIMIZATIONS OF WELL-KNOWN FUNCTIONS, ARE ALSO INCLUDED. ALTHOUGH THE FUZZY ASA APPROACH HAS BEEN CHOSEN AS THE MAIN OPTIMIZING PARADIGM, THE BOOK SUGGESTS THAT OTHER METAHEURISTIC METHODS COULD BE USED AS WELL. SOME OF THEM ARE INTRODUCED, TOGETHER WITH THEIR ADVANTAGES AND DISADVANTAGES. READERS SHOULD POSSESS SOME KNOWLEDGE OF LINEAR ALGEBRA, AND OF BASIC CONCEPTS OF NUMERICAL ANALYSIS AND PROBABILITY THEORY. MANY NECESSARY DEFINITIONS AND FUNDAMENTAL RESULTS ARE PROVIDED, WITH THE FORMAL MATHEMATICAL REQUIREMENTS LIMITED TO A MINIMUM, WHILE THE FOCUS IS KEPT FIRMLY ON CONTINUOUS PROBLEMS. THE BOOK OFFERS A VALUABLE RESOURCE FOR STUDENTS, RESEARCHERS AND PRACTITIONERS. IT IS SUITABLE FOR UNIVERSITY COURSES ON OPTIMIZATION AND FOR SELF-STUDY. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series	Studies in systems, decision and control
series2	Studies in systems, decision and control
spellingShingle	Oliveira Junior, Hime Aguiar e Evolutionary global optimization, manifolds and applications Studies in systems, decision and control Engineering Mathematical optimization Statistics Computational intelligence Economic theory Computational Intelligence Economic Theory/Quantitative Economics/Mathematical Methods Continuous Optimization Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Ingenieurwissenschaften Statistik Optimierung (DE-588)4043664-0 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd Wirtschaftsmodell (DE-588)4079348-5 gnd
subject_GND	(DE-588)4043664-0 (DE-588)4079351-5 (DE-588)4079348-5
title	Evolutionary global optimization, manifolds and applications
title_auth	Evolutionary global optimization, manifolds and applications
title_exact_search	Evolutionary global optimization, manifolds and applications
title_full	Evolutionary global optimization, manifolds and applications Hime Aguiar e Oliveira Junior
title_fullStr	Evolutionary global optimization, manifolds and applications Hime Aguiar e Oliveira Junior
title_full_unstemmed	Evolutionary global optimization, manifolds and applications Hime Aguiar e Oliveira Junior
title_short	Evolutionary global optimization, manifolds and applications
title_sort	evolutionary global optimization manifolds and applications
topic	Engineering Mathematical optimization Statistics Computational intelligence Economic theory Computational Intelligence Economic Theory/Quantitative Economics/Mathematical Methods Continuous Optimization Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Ingenieurwissenschaften Statistik Optimierung (DE-588)4043664-0 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd Wirtschaftsmodell (DE-588)4079348-5 gnd
topic_facet	Engineering Mathematical optimization Statistics Computational intelligence Economic theory Computational Intelligence Economic Theory/Quantitative Economics/Mathematical Methods Continuous Optimization Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Ingenieurwissenschaften Statistik Optimierung Wirtschaftstheorie Wirtschaftsmodell
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work_keys_str_mv	AT oliveirajuniorhimeaguiare evolutionaryglobaloptimizationmanifoldsandapplications

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