Cuckoo Search and Firefly Algorithm: Theory and Applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
2014
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| Schriftenreihe: | Studies in Computational Intelligence
516 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | Nature-inspired algorithms such as cuckoo search and firefly algorithm have become popular and widely used in recent years in many applications. These algorithms are flexible, efficient and easy to implement. New progress has been made in the last few years, and it is timely to summarize the latest developments of cuckoo search and firefly algorithm and their diverse applications. This book will review both theoretical studies and applications with detailed algorithm analysis, implementation and case studies so that readers can benefit most from this book. Application topics are contributed by many leading experts in the field. Topics include cuckoo search, firefly algorithm, algorithm analysis, feature selection, image processing, travelling salesman problem, neural network, GPU optimization, scheduling, queuing, multi-objective manufacturing optimization, semantic web service, shape optimization, and others. This book can serve as an ideal reference for both graduates and researchers in computer science, evolutionary computing, machine learning, computational intelligence, and optimization, as well as engineers in business intelligence, knowledge management and information technology. |
| Beschreibung: | 1 Online-Ressource (XI, 360 p.) 100 illus., 5 illus. in color |
| ISBN: | 9783319021416 |
| DOI: | 10.1007/978-3-319-02141-6 |
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Datensatz im Suchindex
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| adam_text | CUCKOO SEARCH AND FIREFLY ALGORITHM
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
FROM THE CONTENTS: CUCKOO SEARCH AND FIREFLY ALGORITHM: OVERVIEW AND
ANALYSIS
ON THE RANDOMIZATION FIREFLY ALGORITHM
CUCKOO SEARCH: A BRIEF LITERATURE REVIEW
DISCRETE CUCKOO SEARCH FOR TRAVELLING SALESMAN PROBLEM
COMPARATIVE ANALYSIS OF THE CUCKOO SEARCH ALGORITHM
MULTILEVEL IMAGE PROCESSING BY CUCKOO SEARCH
BINARY CUCKOO SEARCH
TRAINING SPIKING NEURAL MODELS USING CUCKOO SEARCH
MULTI-OBJECTIVE OPTIMIZATION OF A REAL-WORLD MANUFACTURING PROCESS USING
CUCKOO SEARCH
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
CUCKOO SEARCH AND FIREFLY ALGORITHM
/
: 2014
ABSTRACT / INHALTSTEXT
NATURE-INSPIRED ALGORITHMS SUCH AS CUCKOO SEARCH AND FIREFLY ALGORITHM
HAVE BECOME POPULAR AND WIDELY USED IN RECENT YEARS IN MANY
APPLICATIONS. THESE ALGORITHMS ARE FLEXIBLE, EFFICIENT AND EASY TO
IMPLEMENT. NEW PROGRESS HAS BEEN MADE IN THE LAST FEW YEARS, AND IT IS
TIMELY TO SUMMARIZE THE LATEST DEVELOPMENTS OF CUCKOO SEARCH AND FIREFLY
ALGORITHM AND THEIR DIVERSE APPLICATIONS. THIS BOOK WILL REVIEW BOTH
THEORETICAL STUDIES AND APPLICATIONS WITH DETAILED ALGORITHM ANALYSIS,
IMPLEMENTATION AND CASE STUDIES SO THAT READERS CAN BENEFIT MOST FROM
THIS BOOK. APPLICATION TOPICS ARE CONTRIBUTED BY MANY LEADING EXPERTS
IN THE FIELD. TOPICS INCLUDE CUCKOO SEARCH, FIREFLY ALGORITHM, ALGORITHM
ANALYSIS, FEATURE SELECTION, IMAGE PROCESSING, TRAVELLING SALESMAN
PROBLEM, NEURAL NETWORK, GPU OPTIMIZATION, SCHEDULING, QUEUING,
MULTI-OBJECTIVE MANUFACTURING OPTIMIZATION, SEMANTIC WEB SERVICE, SHAPE
OPTIMIZATION, AND OTHERS. THIS BOOK CAN SERVE AS AN IDEAL REFERENCE
FOR BOTH GRADUATES AND RESEARCHERS IN COMPUTER SCIENCE, EVOLUTIONARY
COMPUTING, MACHINE LEARNING, COMPUTATIONAL INTELLIGENCE, AND
OPTIMIZATION, AS WELL AS ENGINEERS IN BUSINESS INTELLIGENCE, KNOWLEDGE
MANAGEMENT AND INFORMATION TECHNOLOGY.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Yang, Xin-She |
| author_facet | Yang, Xin-She |
| author_role | aut |
| author_sort | Yang, Xin-She |
| author_variant | x s y xsy |
| building | Verbundindex |
| bvnumber | BV041470983 |
| collection | ZDB-2-ENG |
| contents | From the Contents: Cuckoo Search and Firefly Algorithm: Overview and Analysis -- On the Randomization Firefly Algorithm -- Cuckoo Search: A Brief Literature Review -- Discrete cuckoo search for travelling salesman problem -- Comparative analysis of the cuckoo search algorithm -- Multilevel Image Processing by Cuckoo Search -- Binary Cuckoo Search -- Training spiking neural models using cuckoo search -- Multi-Objective Optimization of a Real-World Manufacturing Process using Cuckoo Search |
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| dewey-search | 006.3 |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-02141-6 |
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| id | DE-604.BV041470983 |
| illustrated | Illustrated |
| indexdate | 2024-08-01T10:55:48Z |
| institution | BVB |
| isbn | 9783319021416 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-026917126 |
| oclc_num | 874381566 |
| open_access_boolean | |
| owner | DE-Aug4 DE-92 DE-634 DE-859 DE-898 DE-BY-UBR DE-573 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| owner_facet | DE-Aug4 DE-92 DE-634 DE-859 DE-898 DE-BY-UBR DE-573 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| physical | 1 Online-Ressource (XI, 360 p.) 100 illus., 5 illus. in color |
| psigel | ZDB-2-ENG |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| record_format | marc |
| series | Studies in Computational Intelligence |
| series2 | Studies in Computational Intelligence |
| spellingShingle | Yang, Xin-She Cuckoo Search and Firefly Algorithm Theory and Applications Studies in Computational Intelligence From the Contents: Cuckoo Search and Firefly Algorithm: Overview and Analysis -- On the Randomization Firefly Algorithm -- Cuckoo Search: A Brief Literature Review -- Discrete cuckoo search for travelling salesman problem -- Comparative analysis of the cuckoo search algorithm -- Multilevel Image Processing by Cuckoo Search -- Binary Cuckoo Search -- Training spiking neural models using cuckoo search -- Multi-Objective Optimization of a Real-World Manufacturing Process using Cuckoo Search Engineering Computer vision Computational Intelligence Image Processing and Computer Vision Ingenieurwissenschaften |
| title | Cuckoo Search and Firefly Algorithm Theory and Applications |
| title_auth | Cuckoo Search and Firefly Algorithm Theory and Applications |
| title_exact_search | Cuckoo Search and Firefly Algorithm Theory and Applications |
| title_full | Cuckoo Search and Firefly Algorithm Theory and Applications edited by Xin-She Yang |
| title_fullStr | Cuckoo Search and Firefly Algorithm Theory and Applications edited by Xin-She Yang |
| title_full_unstemmed | Cuckoo Search and Firefly Algorithm Theory and Applications edited by Xin-She Yang |
| title_short | Cuckoo Search and Firefly Algorithm |
| title_sort | cuckoo search and firefly algorithm theory and applications |
| title_sub | Theory and Applications |
| topic | Engineering Computer vision Computational Intelligence Image Processing and Computer Vision Ingenieurwissenschaften |
| topic_facet | Engineering Computer vision Computational Intelligence Image Processing and Computer Vision Ingenieurwissenschaften |
| url | https://doi.org/10.1007/978-3-319-02141-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026917126&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026917126&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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