Fractional order darwinian particle swarm optimization: applications and evaluation of an evolutionary algorithm
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
[2016]
|
| Series: | SpringerBriefs in applied sciences and technology
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| Subjects: | |
| Online Access: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online Ressource (X, 75 p.) |
| ISBN: | 9783319196350 |
| DOI: | 10.1007/978-3-319-19635-0 |
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Record in the Search Index
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| adam_text | FRACTIONAL ORDER DARWINIAN PARTICLE SWARM OPTIMIZATION
/ COUCEIRO, MICAEL
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PARTICLE SWARM OPTIMIZATION (PSO)
FRACTIONAL ORDER DARWINIAN PSO (FODPSO)
CASE STUDY I: CURVE FITTING
CASE STUDY II: IMAGE SEGMENTATION
CASE STUDY III: SWARM ROBOTICS
CONCLUSIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
FRACTIONAL ORDER DARWINIAN PARTICLE SWARM OPTIMIZATION
/ COUCEIRO, MICAEL
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK EXAMINES THE BOTTOM-UP APPLICABILITY OF SWARM INTELLIGENCE TO
SOLVING MULTIPLE PROBLEMS, SUCH AS CURVE FITTING, IMAGE SEGMENTATION,
AND SWARM ROBOTICS. IT COMPARES THE CAPABILITIES OF SOME OF THE
BETTER-KNOWN BIO-INSPIRED OPTIMIZATION APPROACHES, ESPECIALLY PARTICLE
SWARM OPTIMIZATION (PSO), DARWINIAN PARTICLE SWARM OPTIMIZATION (DPSO)
AND THE RECENTLY PROPOSED FRACTIONAL ORDER DARWINIAN PARTICLE SWARM
OPTIMIZATION (FODPSO), AND COMPREHENSIVELY DISCUSSES THEIR ADVANTAGES
AND DISADVANTAGES. FURTHER, IT DEMONSTRATES THE SUPERIORITY AND KEY
ADVANTAGES OF USING THE FODPSO ALGORITHM, SUCH AS ITS ABILITY TO PROVIDE
AN IMPROVED CONVERGENCE TOWARDS A SOLUTION, WHILE AVOIDING
SUB-OPTIMALITY. THIS BOOK OFFERS A VALUABLE RESOURCE FOR RESEARCHERS IN
THE FIELDS OF ROBOTICS, SPORTS SCIENCE, PATTERN RECOGNITION AND MACHINE
LEARNING, AS WELL AS FOR STUDENTS OF ELECTRICAL ENGINEERING AND COMPUTER
SCIENCE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Couceiro, Micael |
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| author_role | aut |
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| author_variant | m c mc |
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| bvnumber | BV043211355 |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-19635-0 |
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| id | DE-604.BV043211355 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:52:35Z |
| institution | BVB |
| isbn | 9783319196350 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028634496 |
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| physical | 1 Online Ressource (X, 75 p.) |
| psigel | ZDB-2-ENG ZDB-2-ENG_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer International Publishing |
| record_format | marc |
| series2 | SpringerBriefs in applied sciences and technology |
| spellingShingle | Couceiro, Micael Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm Engineering Artificial intelligence System theory Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Systems Theory, Control Ingenieurwissenschaften Künstliche Intelligenz |
| title | Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm |
| title_auth | Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm |
| title_exact_search | Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm |
| title_full | Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm Micael Couceiro, Pedram Ghamisi |
| title_fullStr | Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm Micael Couceiro, Pedram Ghamisi |
| title_full_unstemmed | Fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm Micael Couceiro, Pedram Ghamisi |
| title_short | Fractional order darwinian particle swarm optimization |
| title_sort | fractional order darwinian particle swarm optimization applications and evaluation of an evolutionary algorithm |
| title_sub | applications and evaluation of an evolutionary algorithm |
| topic | Engineering Artificial intelligence System theory Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Systems Theory, Control Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence System theory Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Systems Theory, Control Ingenieurwissenschaften Künstliche Intelligenz |
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