Scimago Journal & Country Rank

Adaptation, Learning, and Optimization

Country

United States

Universities and research institutions in United States
Media Ranking in United States

Subject Area and Category

Publisher

Springer Science + Business Media

H-Index

21

Publication type

Book Series

ISSN

18674534, 18674542

Coverage

2012, 2014-2015, 2017, 2019, 2021-2023

Information

Homepage

Scope

The role of adaptation, learning and optimization are becoming increasingly essential and intertwined. The capability of a system to adapt either through modification of its physiological structure or via some revalidation process of internal mechanisms that directly dictate the response or behavior is crucial in many real world applications. Optimization lies at the heart of most machine learning approaches while learning and optimization are two primary means to effect adaptation in various forms. They usually involve computational processes incorporated within the system that trigger parametric updating and knowledge or model enhancement, giving rise to progressive improvement. This book series serves as a channel to consolidate work related to topics linked to adaptation, learning and optimization in systems and structures. Topics covered under this series include: • complex adaptive systems including evolutionary computation, memetic computing, swarm intelligence, neural networks, fuzzy systems, tabu search, simulated annealing, etc. • machine learning, data mining & mathematical programming • hybridization of techniques that span across artificial intelligence and computational intelligence for synergistic alliance of strategies for problem-solving. • aspects of adaptation in robotics • agent-based computing • autonomic/pervasive computing • dynamic optimization/learning in noisy and uncertain environment • systemic alliance of stochastic and conventional search techniques • all aspects of adaptations in man-machine systems. Join the conversation about this journal
Quartiles

The set of journals have been ranked according to their SJR and divided into four equal groups, four quartiles. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values.

CategoryYearQuartile
Computer Science (miscellaneous)2013Q2
Computer Science (miscellaneous)2014Q4
Computer Science (miscellaneous)2015Q4
Computer Science (miscellaneous)2016Q3
Computer Science (miscellaneous)2017Q3
Computer Science (miscellaneous)2018Q3
Theoretical Computer Science2013Q4
Theoretical Computer Science2014Q4
Theoretical Computer Science2015Q4
Theoretical Computer Science2016Q4
Theoretical Computer Science2017Q4
Theoretical Computer Science2018Q4
SJR

The SJR is a size-independent prestige indicator that ranks journals by their 'average prestige per article'. It is based on the idea that 'all citations are not created equal'. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, it expresses how central to the global scientific discussion an average article of the journal is.

YearSJR
20130.236
20140.145
20150.120
20160.210
20170.172
20180.195
Total Documents

Evolution of the number of published documents. All types of documents are considered, including citable and non citable documents.

YearDocuments
201271
20130
201425
201528
20160
20176
20180
Citations per document

This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric.

Cites per documentYearValue
Cites / Doc. (4 years)20120.000
Cites / Doc. (4 years)20130.746
Cites / Doc. (4 years)20140.690
Cites / Doc. (4 years)20150.854
Cites / Doc. (4 years)20160.984
Cites / Doc. (4 years)20170.585
Cites / Doc. (4 years)20181.000
Cites / Doc. (3 years)20120.000
Cites / Doc. (3 years)20130.746
Cites / Doc. (3 years)20140.690
Cites / Doc. (3 years)20150.854
Cites / Doc. (3 years)20160.717
Cites / Doc. (3 years)20170.585
Cites / Doc. (3 years)20181.441
Cites / Doc. (2 years)20120.000
Cites / Doc. (2 years)20130.746
Cites / Doc. (2 years)20140.690
Cites / Doc. (2 years)20150.280
Cites / Doc. (2 years)20160.717
Cites / Doc. (2 years)20170.857
Cites / Doc. (2 years)20182.833
Total Cites 
Self-Cites

Evolution of the total number of citations and journal's self-citations received by a journal's published documents during the three previous years.
Journal Self-citation is defined as the number of citation from a journal citing article to articles published by the same journal.

CitesYearValue
Self Cites20120
Self Cites20130
Self Cites20140
Self Cites20150
Self Cites20160
Self Cites20170
Self Cites20180
Total Cites20120
Total Cites201353
Total Cites201449
Total Cites201582
Total Cites201638
Total Cites201731
Total Cites201849
External Cites per Doc 
Cites per Doc

Evolution of the number of total citation per document and external citation per document (i.e. journal self-citations removed) received by a journal's published documents during the three previous years. External citations are calculated by subtracting the number of self-citations from the total number of citations received by the journal’s documents.

CitesYearValue
External Cites per document20120
External Cites per document20130.746
External Cites per document20140.690
External Cites per document20150.854
External Cites per document20160.717
External Cites per document20170.585
External Cites per document20181.441
Cites per document20120.000
Cites per document20130.746
Cites per document20140.690
Cites per document20150.854
Cites per document20160.717
Cites per document20170.585
Cites per document20181.441
% International Collaboration

International Collaboration accounts for the articles that have been produced by researchers from several countries. The chart shows the ratio of a journal's documents signed by researchers from more than one country; that is including more than one country address.

YearInternational Collaboration
201211.27
20130
201416.00
201517.86
20160
201750.00
20180
Citable documents 
Non-citable documents

Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers.

DocumentsYearValue
Non-citable documents20120
Non-citable documents201356
Non-citable documents201456
Non-citable documents201557
Non-citable documents20163
Non-citable documents20173
Non-citable documents20188
Citable documents20120
Citable documents201315
Citable documents201415
Citable documents201539
Citable documents201650
Citable documents201750
Citable documents201826
Cited documents 
Uncited documents

Ratio of a journal's items, grouped in three years windows, that have been cited at least once vs. those not cited during the following year.

DocumentsYearValue
Uncited documents20120
Uncited documents201345
Uncited documents201448
Uncited documents201568
Uncited documents201634
Uncited documents201737
Uncited documents201817
Cited documents20120
Cited documents201326
Cited documents201423
Cited documents201528
Cited documents201619
Cited documents201716
Cited documents201817
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