Coverart for item
The Resource Multi-objective optimization problems : concepts and self-adaptive parameters with mathematical and engineering applications, Fran Sérgio Lobato, Valder Steffen Jr, (electronic book)

Multi-objective optimization problems : concepts and self-adaptive parameters with mathematical and engineering applications, Fran Sérgio Lobato, Valder Steffen Jr, (electronic book)

Label
Multi-objective optimization problems : concepts and self-adaptive parameters with mathematical and engineering applications
Title
Multi-objective optimization problems
Title remainder
concepts and self-adaptive parameters with mathematical and engineering applications
Statement of responsibility
Fran Sérgio Lobato, Valder Steffen Jr
Creator
Contributor
Author
Subject
Language
eng
Summary
This book is aimed at undergraduate and graduate students in applied mathematics or computer science, as a tool for solving real-world design problems. The present work covers fundamentals in multi-objective optimization and applications in mathematical and engineering system design using a new optimization strategy, namely the Self-Adaptive Multi-objective Optimization Differential Evolution (SA-MODE) algorithm. This strategy is proposed in order to reduce the number of evaluations of the objective function through dynamic update of canonical Differential Evolution parameters (population size, crossover probability and perturbation rate). The methodology is applied to solve mathematical functions considering test cases from the literature and various engineering systems design, such as cantilevered beam design, biochemical reactor, crystallization process, machine tool spindle design, rotary dryer design, among others.--
Member of
Assigning source
Provided by publisher
Cataloging source
YDX
http://library.link/vocab/creatorName
Lobato, Fran Sérgio
Dewey number
519.6
Index
index present
LC call number
QA402.5
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Steffen, Valder
Series statement
Springer briefs in mathematics
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Evolutionary computation
Label
Multi-objective optimization problems : concepts and self-adaptive parameters with mathematical and engineering applications, Fran Sérgio Lobato, Valder Steffen Jr, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Chapter 1 Introduction -- Part 1 Basic Concepts -- Chapter 2 Multi-objective Optimization Problem -- Chapter 3 Treatment of multi-objective Optimization Problem -- Part 2 Methodology -- Chapter 4 Self-Adaptive Multi-objective Optimization Differential Evolution -- Part 3 Applications -- Chapter 5 Mathematical -- Chapter 6 Engineering -- Part 4 Final Considerations -- Chapter 7 Conclusions
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319585659
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
ocn993083750
Label
Multi-objective optimization problems : concepts and self-adaptive parameters with mathematical and engineering applications, Fran Sérgio Lobato, Valder Steffen Jr, (electronic book)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Chapter 1 Introduction -- Part 1 Basic Concepts -- Chapter 2 Multi-objective Optimization Problem -- Chapter 3 Treatment of multi-objective Optimization Problem -- Part 2 Methodology -- Chapter 4 Self-Adaptive Multi-objective Optimization Differential Evolution -- Part 3 Applications -- Chapter 5 Mathematical -- Chapter 6 Engineering -- Part 4 Final Considerations -- Chapter 7 Conclusions
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319585659
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
ocn993083750

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