Class information for:
Level 1: GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD//FILLED FUNCTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
11975 941 20.1 39%


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
377 3       TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//LATTICE RULES 32367
3448 2             DERIVATIVE FREE OPTIMIZATION//GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD 1526
11975 1                   GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD//FILLED FUNCTION 941

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 GLOBAL OPTIMIZATION authKW 1376831 38% 12% 359
2 FILLED FUNCTION METHOD authKW 1110541 4% 93% 37
3 FILLED FUNCTION authKW 969485 4% 85% 35
4 GLOBAL MINIMIZER authKW 405580 3% 50% 25
5 LOCAL MINIMIZER authKW 299393 3% 34% 27
6 JOURNAL OF GLOBAL OPTIMIZATION journal 283421 15% 6% 139
7 LIPSCHITZ OPTIMIZATION authKW 238414 1% 57% 13
8 UNCONSTRAINED GLOBAL OPTIMIZATION authKW 231769 1% 71% 10
9 DIRECT ALGORITHM authKW 155738 1% 40% 12
10 MULTIEXTREMAL CONSTRAINTS authKW 129794 0% 100% 4

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 Operations Research & Management Science 26251 38% 0% 356
2 Mathematics, Applied 23831 63% 0% 589
3 Computer Science, Software Engineering 1034 8% 0% 76
4 Computer Science, Theory & Methods 1006 10% 0% 90
5 Engineering, General 330 5% 0% 47
6 Mathematics, Interdisciplinary Applications 328 5% 0% 44
7 Computer Science, Interdisciplinary Applications 273 5% 0% 49
8 Automation & Control Systems 245 4% 0% 35
9 Computer Science, Information Systems 234 5% 0% 44
10 Computer Science, Cybernetics 212 1% 0% 14

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 COMP ARCHITECTURE ELECT DPT 64897 0% 100% 2
2 CONTROL THEORY OPTIMIZAT 64897 0% 100% 2
3 KALMAR 64897 0% 100% 2
4 IST SISTEMIST INFORMAT 48670 0% 50% 3
5 COMP ARCHITECTURE ELECT 45635 1% 13% 11
6 BUSINESS MATH STAT 43263 0% 67% 2
7 DPT COMPUT ARCHIT ELE ON 43263 0% 67% 2
8 BUR 216 32448 0% 100% 1
9 BUR F1200 32448 0% 100% 1
10 BUR GEOPHYS PROSPECT BGP 32448 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 JOURNAL OF GLOBAL OPTIMIZATION 283421 15% 6% 139
2 JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 26198 7% 1% 64
3 INFORMATICA 13078 2% 3% 15
4 COMPUTERS & MATHEMATICS WITH APPLICATIONS 10576 6% 1% 56
5 MATHEMATICAL PROGRAMMING 9340 3% 1% 30
6 COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS 8520 2% 1% 22
7 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 8121 2% 1% 18
8 USSR COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS 6232 1% 2% 12
9 OPTIMIZATION LETTERS 5723 1% 1% 13
10 COMPUTING 3938 2% 1% 15

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 GLOBAL OPTIMIZATION 1376831 38% 12% 359 Search GLOBAL+OPTIMIZATION Search GLOBAL+OPTIMIZATION
2 FILLED FUNCTION METHOD 1110541 4% 93% 37 Search FILLED+FUNCTION+METHOD Search FILLED+FUNCTION+METHOD
3 FILLED FUNCTION 969485 4% 85% 35 Search FILLED+FUNCTION Search FILLED+FUNCTION
4 GLOBAL MINIMIZER 405580 3% 50% 25 Search GLOBAL+MINIMIZER Search GLOBAL+MINIMIZER
5 LOCAL MINIMIZER 299393 3% 34% 27 Search LOCAL+MINIMIZER Search LOCAL+MINIMIZER
6 LIPSCHITZ OPTIMIZATION 238414 1% 57% 13 Search LIPSCHITZ+OPTIMIZATION Search LIPSCHITZ+OPTIMIZATION
7 UNCONSTRAINED GLOBAL OPTIMIZATION 231769 1% 71% 10 Search UNCONSTRAINED+GLOBAL+OPTIMIZATION Search UNCONSTRAINED+GLOBAL+OPTIMIZATION
8 DIRECT ALGORITHM 155738 1% 40% 12 Search DIRECT+ALGORITHM Search DIRECT+ALGORITHM
9 MULTIEXTREMAL CONSTRAINTS 129794 0% 100% 4 Search MULTIEXTREMAL+CONSTRAINTS Search MULTIEXTREMAL+CONSTRAINTS
10 RANDOM SEARCH 116773 3% 15% 24 Search RANDOM+SEARCH Search RANDOM+SEARCH

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 GILLARD, JW , KVASOV, DE , (2017) LIPSCHITZ OPTIMIZATION METHODS FOR FITTING A SUM OF DAMPED SINUSOIDS TO A SERIES OF OBSERVATIONS.STATISTICS AND ITS INTERFACE. VOL. 10. ISSUE 1. P. 59 -70 25 60% 3
2 PAULAVICIUS, R , SERGEYEV, YD , KVASOV, DE , ZILINSKAS, J , (2014) GLOBALLY-BIASED DISIMPL ALGORITHM FOR EXPENSIVE GLOBAL OPTIMIZATION.JOURNAL OF GLOBAL OPTIMIZATION. VOL. 59. ISSUE 2-3. P. 545 -567 35 92% 17
3 LERA, D , SERGEYEV, YD , (2015) DETERMINISTIC GLOBAL OPTIMIZATION USING SPACE-FILLING CURVES AND MULTIPLE ESTIMATES OF LIPSCHITZ AND HOLDER CONSTANTS.COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION. VOL. 23. ISSUE 1-3. P. 328 -342 27 100% 4
4 PAULAVICIUS, R , ZILINSKAS, J , (2014) SIMPLICIAL LIPSCHITZ OPTIMIZATION WITHOUT THE LIPSCHITZ CONSTANT.JOURNAL OF GLOBAL OPTIMIZATION. VOL. 59. ISSUE 1. P. 23 -40 28 97% 6
5 PAULAVICIUS, R , ZILINSKAS, J , (2016) ADVANTAGES OF SIMPLICIAL PARTITIONING FOR LIPSCHITZ OPTIMIZATION PROBLEMS WITH LINEAR CONSTRAINTS.OPTIMIZATION LETTERS. VOL. 10. ISSUE 2. P. 237 -246 24 89% 3
6 SERGEYEV, YD , MUKHAMETZHANOV, MS , KVASOV, DE , LERA, D , (2016) DERIVATIVE-FREE LOCAL TUNING AND LOCAL IMPROVEMENT TECHNIQUES EMBEDDED IN THE UNIVARIATE GLOBAL OPTIMIZATION.JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. VOL. 171. ISSUE 1. P. 186 -208 28 93% 0
7 KVASOV, DE , SERGEYEV, YD , (2012) LIPSCHITZ GRADIENTS FOR GLOBAL OPTIMIZATION IN A ONE-POINT-BASED PARTITIONING SCHEME.JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS. VOL. 236. ISSUE 16. P. 4042-4054 28 88% 22
8 SERGEYEV, YD , KVASOV, DE , (2015) A DETERMINISTIC GLOBAL OPTIMIZATION USING SMOOTH DIAGONAL AUXILIARY FUNCTIONS.COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION. VOL. 21. ISSUE 1-3. P. 99 -111 26 81% 6
9 AL-DUJAILI, A , SURESH, S , SUNDARARAJAN, N , (2016) MSO: A FRAMEWORK FOR BOUND-CONSTRAINED BLACK-BOX GLOBAL OPTIMIZATION ALGORITHMS.JOURNAL OF GLOBAL OPTIMIZATION. VOL. 66. ISSUE 4. P. 811 -845 22 81% 1
10 PAULAVICIUS, R , ZILINSKAS, J , GROTHEY, A , (2011) PARALLEL BRANCH AND BOUND FOR GLOBAL OPTIMIZATION WITH COMBINATION OF LIPSCHITZ BOUNDS.OPTIMIZATION METHODS & SOFTWARE. VOL. 26. ISSUE 3. P. 487-498 19 95% 8

Classes with closest relation at Level 1


Rank Class id link
1 21563 DERIVATIVE FREE OPTIMIZATION//DIRECT SEARCH METHODS//DIRECT SEARCH
2 7992 GLOBAL OPTIMIZATION//JOURNAL OF GLOBAL OPTIMIZATION//SUM OF RATIOS
3 30304 MEDIMAT//ALPHA DENSE CURVES//PARTIAL SUMS OF THE RIEMANN ZETA FUNCTION
4 15613 INTERVAL LINEAR SYSTEM//INTERVAL LINEAR EQUATIONS//AE SOLUTION SETS
5 12116 SIMULATED ANNEALING//EXTREMAL OPTIMIZATION//ADAPTIVE COOLING SCHEDULE
6 34182 DISTANCE STUDIES//INTRINSIC DIMENSIONALITY ESTIMATION//INTRINSIC DIMENSION ESTIMATION
7 34253 MEASUREMENT INTEGRATED SIMULATION//ISOTHERMAL CHAMBER//FLOW RATE CHARACTERISTICS
8 513 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
9 37035 EQUILIBRIUM PROGRAM//INVERSE CREEP PROBLEMS//TWO PERSON SADDLE POINT GAME
10 5611 COMPUTER EXPERIMENTS//SURROGATE MODEL//LATIN HYPERCUBE DESIGN

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