Class information for:
Level 1: COMPUTER EXPERIMENTS//SURROGATE MODEL//LATIN HYPERCUBE DESIGN

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
5611 1597 31.3 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
377 3       TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//LATTICE RULES 32367
1354 2             POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENTS 8281
5611 1                   COMPUTER EXPERIMENTS//SURROGATE MODEL//LATIN HYPERCUBE DESIGN 1597

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 COMPUTER EXPERIMENTS authKW 2079460 14% 49% 221
2 SURROGATE MODEL authKW 667154 9% 23% 149
3 LATIN HYPERCUBE DESIGN authKW 660943 3% 79% 44
4 METAMODEL authKW 599963 8% 23% 134
5 SPACE FILLING DESIGN authKW 586569 3% 68% 45
6 EXPECTED IMPROVEMENT authKW 516188 2% 75% 36
7 KRIGING authKW 326938 11% 10% 178
8 VARIABLE FIDELITY authKW 257595 1% 84% 16
9 EXPENSIVE FUNCTION authKW 248544 1% 100% 13
10 BLACK BOX FUNCTION authKW 215401 1% 87% 13

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 Statistics & Probability 16100 25% 0% 394
2 Engineering, General 11290 20% 0% 327
3 Operations Research & Management Science 9411 18% 0% 282
4 Computer Science, Interdisciplinary Applications 8759 20% 0% 324
5 Engineering, Aerospace 4395 8% 0% 130
6 Mathematics, Interdisciplinary Applications 2630 10% 0% 153
7 Mechanics 1409 11% 0% 178
8 Engineering, Industrial 1243 5% 0% 81
9 Engineering, Mechanical 1040 9% 0% 144
10 Computer Science, Artificial Intelligence 813 6% 0% 103

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 CAD SUPPORTED SOFTWARE ENGN 98323 0% 86% 6
2 MULTIDISCIPLINARY ANAL DESIGN ADV VEHICLES 59742 0% 63% 5
3 PARALLEL CFD OPTIMIZAT UNIT 55296 1% 32% 9
4 COMPUTAT ENGN DESIGN GRP 53083 1% 19% 15
5 STATE ADV TECHNOL VEHICLE DESIGN MFG 43697 0% 57% 4
6 THERMAL TURBOMACHINES 42906 1% 14% 16
7 H MILTON STEWART IND SYST ENGN 41138 2% 7% 31
8 MODEL VALIDAT UNCERTAINTY QUANTIFICAT 38237 0% 100% 2
9 ADV TECHNOL VEHICLE BODY DESIGN MANU 29866 0% 31% 5
10 COMP ENGN DESIGN 25490 0% 67% 2

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 TECHNOMETRICS 90811 5% 6% 81
2 STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 90806 6% 5% 97
3 ENGINEERING OPTIMIZATION 55676 4% 5% 63
4 OPTIMIZATION AND ENGINEERING 26865 2% 6% 25
5 JOURNAL OF GLOBAL OPTIMIZATION 17430 3% 2% 45
6 JOURNAL OF MECHANICAL DESIGN 15401 3% 2% 51
7 INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION 12396 1% 6% 10
8 STATISTICA SINICA 8936 2% 2% 29
9 QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL 7241 2% 2% 25
10 AIAA JOURNAL 6927 4% 1% 65

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 COMPUTER EXPERIMENTS 2079460 14% 49% 221 Search COMPUTER+EXPERIMENTS Search COMPUTER+EXPERIMENTS
2 SURROGATE MODEL 667154 9% 23% 149 Search SURROGATE+MODEL Search SURROGATE+MODEL
3 LATIN HYPERCUBE DESIGN 660943 3% 79% 44 Search LATIN+HYPERCUBE+DESIGN Search LATIN+HYPERCUBE+DESIGN
4 METAMODEL 599963 8% 23% 134 Search METAMODEL Search METAMODEL
5 SPACE FILLING DESIGN 586569 3% 68% 45 Search SPACE+FILLING+DESIGN Search SPACE+FILLING+DESIGN
6 EXPECTED IMPROVEMENT 516188 2% 75% 36 Search EXPECTED+IMPROVEMENT Search EXPECTED+IMPROVEMENT
7 KRIGING 326938 11% 10% 178 Search KRIGING Search KRIGING
8 VARIABLE FIDELITY 257595 1% 84% 16 Search VARIABLE+FIDELITY Search VARIABLE+FIDELITY
9 EXPENSIVE FUNCTION 248544 1% 100% 13 Search EXPENSIVE+FUNCTION Search EXPENSIVE+FUNCTION
10 BLACK BOX FUNCTION 215401 1% 87% 13 Search BLACK+BOX+FUNCTION Search BLACK+BOX+FUNCTION

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 WANG, GG , SHAN, S , (2007) REVIEW OF METAMODELING TECHNIQUES IN SUPPORT OF ENGINEERING DESIGN OPTIMIZATION.JOURNAL OF MECHANICAL DESIGN. VOL. 129. ISSUE 4. P. 370-380 54 60% 454
2 VIANA, FAC , SIMPSON, TW , BALABANOV, V , TOROPOV, V , (2014) METAMODELING IN MULTIDISCIPLINARY DESIGN OPTIMIZATION: HOW FAR HAVE WE REALLY COME?.AIAA JOURNAL. VOL. 52. ISSUE 4. P. 670 -690 65 54% 42
3 LEVY, S , STEINBERG, DM , (2010) COMPUTER EXPERIMENTS: A REVIEW.ASTA-ADVANCES IN STATISTICAL ANALYSIS. VOL. 94. ISSUE 4. P. 311 -324 41 80% 24
4 HAFTKA, RT , VILLANUEVA, D , CHAUDHURI, A , (2016) PARALLEL SURROGATE-ASSISTED GLOBAL OPTIMIZATION WITH EXPENSIVE FUNCTIONS - A SURVEY.STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. VOL. 54. ISSUE 1. P. 3 -13 38 75% 0
5 BOUKOUVALA, F , HASAN, MMF , FLOUDAS, CA , (2017) GLOBAL OPTIMIZATION OF GENERAL CONSTRAINED GREY-BOX MODELS: NEW METHOD AND ITS APPLICATION TO CONSTRAINED PDES FOR PRESSURE SWING ADSORPTION.JOURNAL OF GLOBAL OPTIMIZATION. VOL. 67. ISSUE 1-2. P. 3 -42 30 43% 2
6 LONG, T , WU, D , GUO, XS , WANG, GG , LIU, L , (2015) EFFICIENT ADAPTIVE RESPONSE SURFACE METHOD USING INTELLIGENT SPACE EXPLORATION STRATEGY.STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. VOL. 51. ISSUE 6. P. 1335 -1362 30 91% 1
7 VIANA, FAC , (2016) A TUTORIAL ON LATIN HYPERCUBE DESIGN OF EXPERIMENTS.QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL. VOL. 32. ISSUE 5. P. 1975 -1985 37 73% 0
8 RAZAVI, S , TOLSON, BA , BURN, DH , (2012) REVIEW OF SURROGATE MODELING IN WATER RESOURCES.WATER RESOURCES RESEARCH. VOL. 48. ISSUE . P. - 57 37% 85
9 ZHOU, Q , SHAO, XY , JIANG, P , GAO, ZM , ZHOU, H , SHU, LS , (2016) AN ACTIVE LEARNING VARIABLE-FIDELITY METAMODELLING APPROACH BASED ON ENSEMBLE OF METAMODELS AND OBJECTIVE-ORIENTED SEQUENTIAL SAMPLING.JOURNAL OF ENGINEERING DESIGN. VOL. 27. ISSUE 4-6. P. 205 -231 32 80% 0
10 ZHENG, J , LI, ZL , GAO, L , JIANG, GS , (2016) A PARAMETERIZED LOWER CONFIDENCE BOUNDING SCHEME FOR ADAPTIVE METAMODEL-BASED DESIGN OPTIMIZATION.ENGINEERING COMPUTATIONS. VOL. 33. ISSUE 7. P. 2165 -2184 30 81% 0

Classes with closest relation at Level 1


Rank Class id link
1 12507 COLLABORATIVE OPTIMIZATION//MULTIDISCIPLINARY DESIGN OPTIMIZATION//ANALYTICAL TARGET CASCADING
2 21563 DERIVATIVE FREE OPTIMIZATION//DIRECT SEARCH METHODS//DIRECT SEARCH
3 8731 GLOBAL SENSITIVITY ANALYSIS//WASTE ISOLATION PILOT PLANT//HIGH DIMENSIONAL MODEL REPRESENTATION
4 26325 AVERAGE PASSENGER TRAVEL TIME//GOODNESS MEASURE OF SEARCH ENGINES//INTEGRATED CIRCUIT INK MARKING
5 15683 SIMULAT OPTIMIZAT SYST//SPACE MAPPING//ENGN OPTIMIZAT MODELING
6 22592 MANUFACTURED SOLUTIONS//CODE VERIFICATION//AREA METRIC
7 8687 AERODYNAMIC SHAPE OPTIMIZATION//JOURNAL OF AIRCRAFT//ADJOINT METHOD
8 6711 MINIMUM ABERRATION//SUPERSATURATED DESIGN//WORD LENGTH PATTERN
9 3613 STRUCTURAL SAFETY//STRUCTURAL RELIABILITY//RELIABILITY BASED DESIGN OPTIMIZATION
10 3653 MATHEMATICAL GEOLOGY//VARIOGRAM//KRIGING

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