Class information for:
Level 1: EXTREMUM SEEKING//EXTREMUM SEEKING CONTROL//MULTI UNIT OPTIMIZATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
27693 223 24.6 49%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
74 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//AUTOMATICA 82579
862 2             MULTI AGENT SYSTEMS//FORMATION CONTROL//COOPERATIVE CONTROL 11603
27693 1                   EXTREMUM SEEKING//EXTREMUM SEEKING CONTROL//MULTI UNIT OPTIMIZATION 223

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 EXTREMUM SEEKING authKW 7445878 33% 74% 73
2 EXTREMUM SEEKING CONTROL authKW 2740363 17% 51% 39
3 MULTI UNIT OPTIMIZATION authKW 547720 2% 100% 4
4 ADAPTIVE EXTREMUM SEEKING CONTROL authKW 410790 1% 100% 3
5 DEF PROJECT OFF address 410790 1% 100% 3
6 NONHOLONOMIC UNICYCLE authKW 410790 1% 100% 3
7 BROADCAST CONTROL authKW 308091 1% 75% 3
8 FERMI ELETTRA address 308091 1% 75% 3
9 SEMI GLOBAL PRACTICAL STABILITY authKW 308091 1% 75% 3
10 EXTREMUM SEEKING CONTROL ESC authKW 308085 3% 38% 6

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Automation & Control Systems 21046 63% 0% 141
2 Engineering, Electrical & Electronic 1463 48% 0% 106
3 Instruments & Instrumentation 584 17% 0% 37
4 Nuclear Science & Technology 344 12% 0% 27
5 Physics, Nuclear 330 12% 0% 27
6 Physics, Particles & Fields 288 13% 0% 28
7 Spectroscopy 284 10% 0% 23
8 Robotics 250 3% 0% 7
9 Engineering, Chemical 95 10% 0% 22
10 Operations Research & Management Science 43 4% 0% 8

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 DEF PROJECT OFF 410790 1% 100% 3
2 FERMI ELETTRA 308091 1% 75% 3
3 CYMER CONTROL SYST DYNAM 246472 1% 60% 3
4 BLDG EFFICIENCY GRP 243427 2% 44% 4
5 AES GNC COE 136930 0% 100% 1
6 CERN SPIN OFF 136930 0% 100% 1
7 CYMER CONTROL SYST DYNAM CCSD 136930 0% 100% 1
8 D ARBELOFF INFORMAT SYST TECHNOL 136930 0% 100% 1
9 ELECT COMP ENGN DEL POLI UFRJ 136930 0% 100% 1
10 JOINT DOCTORAL PROGRAMS AEROSPACE MECH 136930 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 AUTOMATICA 30908 19% 1% 42
2 IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY 14462 8% 1% 17
3 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 7822 11% 0% 25
4 JOURNAL OF PROCESS CONTROL 5506 4% 0% 9
5 NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT 1729 10% 0% 23
6 EUROPEAN JOURNAL OF CONTROL 1580 1% 0% 3
7 IEEE TRANSACTIONS ON ROBOTICS 1499 2% 0% 4
8 JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME 1367 3% 0% 6
9 SYSTEMS & CONTROL LETTERS 1210 3% 0% 6
10 INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 934 1% 0% 3

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 EXTREMUM SEEKING 7445878 33% 74% 73 Search EXTREMUM+SEEKING Search EXTREMUM+SEEKING
2 EXTREMUM SEEKING CONTROL 2740363 17% 51% 39 Search EXTREMUM+SEEKING+CONTROL Search EXTREMUM+SEEKING+CONTROL
3 MULTI UNIT OPTIMIZATION 547720 2% 100% 4 Search MULTI+UNIT+OPTIMIZATION Search MULTI+UNIT+OPTIMIZATION
4 ADAPTIVE EXTREMUM SEEKING CONTROL 410790 1% 100% 3 Search ADAPTIVE+EXTREMUM+SEEKING+CONTROL Search ADAPTIVE+EXTREMUM+SEEKING+CONTROL
5 NONHOLONOMIC UNICYCLE 410790 1% 100% 3 Search NONHOLONOMIC+UNICYCLE Search NONHOLONOMIC+UNICYCLE
6 BROADCAST CONTROL 308091 1% 75% 3 Search BROADCAST+CONTROL Search BROADCAST+CONTROL
7 SEMI GLOBAL PRACTICAL STABILITY 308091 1% 75% 3 Search SEMI+GLOBAL+PRACTICAL+STABILITY Search SEMI+GLOBAL+PRACTICAL+STABILITY
8 EXTREMUM SEEKING CONTROL ESC 308085 3% 38% 6 Search EXTREMUM+SEEKING+CONTROL+ESC Search EXTREMUM+SEEKING+CONTROL+ESC
9 FUME TRACKING 273860 1% 100% 2 Search FUME+TRACKING Search FUME+TRACKING
10 SOURCE SEEKING 182568 2% 33% 4 Search SOURCE+SEEKING Search SOURCE+SEEKING

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 KRIEGER, JP , KRSTIC, M , (2013) AIRCRAFT ENDURANCE MAXIMIZATION AT MEDIUM MACH NUMBERS BY EXTREMUM SEEKING.JOURNAL OF GUIDANCE CONTROL AND DYNAMICS. VOL. 36. ISSUE 2. P. 390-403 22 96% 0
2 SCHEINKER, A , KRSTIC, M , (2013) MINIMUM-SEEKING FOR CLFS: UNIVERSAL SEMIGLOBALLY STABILIZING FEEDBACK UNDER UNKNOWN CONTROL DIRECTIONS.IEEE TRANSACTIONS ON AUTOMATIC CONTROL. VOL. 58. ISSUE 5. P. 1107 -1122 28 70% 11
3 RADENKOVIC, MS , PARK, JD , (2016) ALMOST SURE CONVERGENCE OF EXTREMUM SEEKING ALGORITHM USING STOCHASTIC PERTURBATION.SYSTEMS & CONTROL LETTERS. VOL. 94. ISSUE . P. 133 -141 20 91% 0
4 SCHEINKER, A , KRSTIC, M , (2014) NON-C-2 LIE BRACKET AVERAGING FOR NONSMOOTH EXTREMUM SEEKERS.JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME. VOL. 136. ISSUE 1. P. - 20 87% 1
5 GUAY, M , (2016) A PERTURBATION-BASED PROPORTIONAL INTEGRAL EXTREMUM-SEEKING CONTROL APPROACH.IEEE TRANSACTIONS ON AUTOMATIC CONTROL. VOL. 61. ISSUE 11. P. 3386 -3397 18 90% 0
6 GHAFFARI, A , KRSTIC, M , NESIC, D , (2012) MULTIVARIABLE NEWTON-BASED EXTREMUM SEEKING.AUTOMATICA. VOL. 48. ISSUE 8. P. 1759-1767 14 100% 39
7 ZHANG, CL , ORDONEZ, R , (2009) ROBUST AND ADAPTIVE DESIGN OF NUMERICAL OPTIMIZATION-BASED EXTREMUM SEEKING CONTROL.AUTOMATICA. VOL. 45. ISSUE 3. P. 634-646 16 89% 34
8 PAN, YD , KUMAR, KD , LIU, GJ , (2012) EXTREMUM SEEKING CONTROL WITH SECOND-ORDER SLIDING MODE.SIAM JOURNAL ON CONTROL AND OPTIMIZATION. VOL. 50. ISSUE 6. P. 3292-3309 19 73% 4
9 LIU, SJ , KRSTIC, M , (2014) NEWTON-BASED STOCHASTIC EXTREMUM SEEKING.AUTOMATICA. VOL. 50. ISSUE 3. P. 952-961 13 100% 4
10 SCHEINKER, A , SCHEINKER, D , (2016) BOUNDED EXTREMUM SEEKING WITH DISCONTINUOUS DITHERS.AUTOMATICA. VOL. 69. ISSUE . P. 250 -257 18 69% 0

Classes with closest relation at Level 1


Rank Class id link
1 24271 MODIFIER ADAPTATION//REAL TIME OPTIMIZATION//CEPIMA GRP
2 19973 PIECEWISE CONTINUOUS SYSTEMS//ANAEROBIC DIGESTION//AUTOMAT IND IT
3 37155 LOCATION OF THE ZEROS//ANNULAR BOUND//LOCATION OF ZEROS OF POLYNOMIALS
4 28102 AIRBORNE NETWORKS GRP//AGENT MOBILITY//BATTLEFIELD INFORMAT PROC BRANCH
5 21156 CAMLESS ENGINE//PIPE INSIDE MOVER//THOMSON COIL ACTUATOR
6 30356 SUBMODULAR FUNCTION MAXIMIZATION//MONOTONE LINKAGE FUNCTION//MONOTONE SUBMODULAR SET FUNCTION
7 26317 FORCED LANDING//MANNED UNMANNED PROGRAMME//STANDOFF TRACKING
8 1262 MAXIMUM POWER POINT TRACKING MPPT//MAXIMUM POWER POINT TRACKING//PARTIAL SHADING
9 26351 DYNAMIC SOARING//SOLAR POWERED AIRCRAFT//SOLAR POWERED AIRPLANE
10 23225 AERIAL REFUELING//AUTONOMOUS AERIAL REFUELING//FORMATION FLIGHT

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