Class information for:
Level 2: DERIVATIVE FREE OPTIMIZATION//GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3448 1526 20.9 40%


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
21563 1                   DERIVATIVE FREE OPTIMIZATION//DIRECT SEARCH METHODS//DIRECT SEARCH 414
30304 1                   MEDIMAT//ALPHA DENSE CURVES//PARTIAL SUMS OF THE RIEMANN ZETA FUNCTION 171

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 DERIVATIVE FREE OPTIMIZATION authKW 1079829 7% 53% 101
2 GLOBAL OPTIMIZATION authKW 991464 25% 13% 388
3 FILLED FUNCTION METHOD authKW 684781 2% 93% 37
4 FILLED FUNCTION authKW 597801 2% 85% 35
5 MEDIMAT address 295175 2% 49% 30
6 DIRECT SEARCH METHODS authKW 294013 2% 57% 26
7 DIRECT SEARCH authKW 278631 2% 41% 34
8 GLOBAL MINIMIZER authKW 250080 2% 50% 25
9 GENERATING SET SEARCH authKW 240100 1% 100% 12
10 JOURNAL OF GLOBAL OPTIMIZATION journal 200720 10% 7% 149

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 32580 33% 0% 506
2 Mathematics, Applied 31535 57% 0% 865
3 Computer Science, Cybernetics 2683 4% 0% 61
4 Computer Science, Software Engineering 2134 9% 0% 138
5 Computer Science, Theory & Methods 1184 8% 0% 126
6 Computer Science, Interdisciplinary Applications 833 7% 0% 105
7 Engineering, General 665 6% 0% 84
8 Mathematics, Interdisciplinary Applications 612 5% 0% 76
9 Automation & Control Systems 259 3% 0% 47
10 Computer Science, Artificial Intelligence 229 4% 0% 58

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 MEDIMAT 295175 2% 49% 30
2 LANIBIO 71456 0% 71% 5
3 MATH GENIE IND 58035 2% 9% 31
4 GERAD 40202 2% 7% 29
5 ATMOSPHER FLUIDS SCI 40017 0% 100% 2
6 COMP ARCHITECTURE ELECT DPT 40017 0% 100% 2
7 CONTROL THEORY OPTIMIZAT 40017 0% 100% 2
8 IST ANALISI SISTEMI INFORMAT IASI A RUBERTI 40017 0% 100% 2
9 KALMAR 40017 0% 100% 2
10 MATH ANAL PL MATH 39515 1% 22% 9

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 200720 10% 7% 149
2 SIAM JOURNAL ON OPTIMIZATION 56148 5% 4% 71
3 OPTIMIZATION AND ENGINEERING 28118 2% 6% 25
4 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 26014 3% 3% 41
5 KYBERNETES 24067 3% 2% 50
6 OPTIMIZATION METHODS & SOFTWARE 23251 2% 3% 34
7 JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 22143 5% 1% 75
8 OPTIMIZATION LETTERS 13060 2% 3% 25
9 MATHEMATICAL PROGRAMMING 12381 3% 1% 44
10 INFORMATICA 10348 1% 3% 17

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 DERIVATIVE FREE OPTIMIZATION 1079829 7% 53% 101 Search DERIVATIVE+FREE+OPTIMIZATION Search DERIVATIVE+FREE+OPTIMIZATION
2 GLOBAL OPTIMIZATION 991464 25% 13% 388 Search GLOBAL+OPTIMIZATION Search GLOBAL+OPTIMIZATION
3 FILLED FUNCTION METHOD 684781 2% 93% 37 Search FILLED+FUNCTION+METHOD Search FILLED+FUNCTION+METHOD
4 FILLED FUNCTION 597801 2% 85% 35 Search FILLED+FUNCTION Search FILLED+FUNCTION
5 DIRECT SEARCH METHODS 294013 2% 57% 26 Search DIRECT+SEARCH+METHODS Search DIRECT+SEARCH+METHODS
6 DIRECT SEARCH 278631 2% 41% 34 Search DIRECT+SEARCH Search DIRECT+SEARCH
7 GLOBAL MINIMIZER 250080 2% 50% 25 Search GLOBAL+MINIMIZER Search GLOBAL+MINIMIZER
8 GENERATING SET SEARCH 240100 1% 100% 12 Search GENERATING+SET+SEARCH Search GENERATING+SET+SEARCH
9 LIPSCHITZ OPTIMIZATION 195724 1% 65% 15 Search LIPSCHITZ+OPTIMIZATION Search LIPSCHITZ+OPTIMIZATION
10 LOCAL MINIMIZER 184599 2% 34% 27 Search LOCAL+MINIMIZER Search LOCAL+MINIMIZER

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 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 37 97% 17
2 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
3 RIOS, LM , SAHINIDIS, NV , (2013) DERIVATIVE-FREE OPTIMIZATION: A REVIEW OF ALGORITHMS AND COMPARISON OF SOFTWARE IMPLEMENTATIONS.JOURNAL OF GLOBAL OPTIMIZATION. VOL. 56. ISSUE 3. P. 1247-1293 39 59% 100
4 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 30 94% 6
5 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
6 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 25 93% 3
7 KOLDA, TG , LEWIS, RM , TORCZON, V , (2003) OPTIMIZATION BY DIRECT SEARCH: NEW PERSPECTIVES ON SOME CLASSICAL AND MODERN METHODS.SIAM REVIEW. VOL. 45. ISSUE 3. P. 385 -482 40 56% 603
8 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
9 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
10 KVASOV, DE , SERGEYEV, YD , (2015) DETERMINISTIC APPROACHES FOR SOLVING PRACTICAL BLACK-BOX GLOBAL OPTIMIZATION PROBLEMS.ADVANCES IN ENGINEERING SOFTWARE. VOL. 80. ISSUE . P. 58 -66 32 73% 7

Classes with closest relation at Level 2


Rank Class id link
1 1509 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS//DIFFERENTIAL EVOLUTION
2 2712 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS//PHYSICAL DESIGN//FLOORPLANNING
3 1354 POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENTS
4 2135 ORDER OF CONVERGENCE//SEMILOCAL CONVERGENCE//NONLINEAR EQUATIONS
5 114 MATHEMATICS, APPLIED//JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS//GLOBAL CONVERGENCE
6 426 COMPUTERS & CHEMICAL ENGINEERING//REACTIVE DISTILLATION//ENGINEERING, CHEMICAL
7 2632 DEVS//SIMULATION//DISTRIBUTED SIMULATION
8 2408 HOMOTOPY PERTURBATION METHOD//VARIATIONAL ITERATION METHOD//ADOMIAN DECOMPOSITION METHOD
9 3270 JOURNAL OF COMPLEXITY//QUASI MONTE CARLO METHODS//QUASI MONTE CARLO
10 3169 OPTIMAL CONTROL//STATE CONSTRAINTS//OPTIMAL CONTROL PROBLEM

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