Monte Carlo methods in fuzzy optimization:
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin ; Heidelberg
Springer
2008
|
| Schriftenreihe: | Studies in fuzziness and soft computing
222 |
| Schlagwörter: | |
| Links: | http://d-nb.info/985771089/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016723513&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Beschreibung: | Literaturangaben |
| Umfang: | XIII, 260 S. graph. Darst. 24 cm |
| ISBN: | 9783540762898 |
Internformat
MARC
| LEADER | 00000nam a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV035054911 | ||
| 003 | DE-604 | ||
| 005 | 20120301 | ||
| 007 | t| | ||
| 008 | 080916s2008 gw d||| |||| 00||| eng d | ||
| 015 | |a 07,N42,0601 |2 dnb | ||
| 015 | |a 08,A30,1023 |2 dnb | ||
| 016 | 7 | |a 985771089 |2 DE-101 | |
| 020 | |a 9783540762898 |c Pp. : EUR 106.95 |9 978-3-540-76289-8 | ||
| 024 | 3 | |a 9783540762898 | |
| 028 | 5 | 2 | |a 11820734 |
| 035 | |a (OCoLC)214304413 | ||
| 035 | |a (DE-599)DNB985771089 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE | ||
| 049 | |a DE-703 |a DE-824 |a DE-355 | ||
| 050 | 0 | |a QA298 | |
| 082 | 0 | |a 519.6 |2 22/ger | |
| 082 | 0 | |a 006.301518282 |2 22 | |
| 084 | |a QH 425 |0 (DE-625)141579: |2 rvk | ||
| 084 | |a SK 820 |0 (DE-625)143258: |2 rvk | ||
| 084 | |a 510 |2 sdnb | ||
| 100 | 1 | |a Buckley, James J. |d 1936- |e Verfasser |0 (DE-588)120637871 |4 aut | |
| 245 | 1 | 0 | |a Monte Carlo methods in fuzzy optimization |c James J. Buckley and Leonard J. Jowers |
| 264 | 1 | |a Berlin ; Heidelberg |b Springer |c 2008 | |
| 300 | |a XIII, 260 S. |b graph. Darst. |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Studies in fuzziness and soft computing |v 222 | |
| 500 | |a Literaturangaben | ||
| 650 | 4 | |a Fuzzy systems | |
| 650 | 4 | |a Monte Carlo method | |
| 650 | 0 | 7 | |a Monte-Carlo-Simulation |0 (DE-588)4240945-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Fuzzy-Optimierung |0 (DE-588)4659945-9 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Fuzzy-Optimierung |0 (DE-588)4659945-9 |D s |
| 689 | 0 | 1 | |a Monte-Carlo-Simulation |0 (DE-588)4240945-7 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Jowers, Leonard J. |e Verfasser |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-3-540-76290-4 |
| 830 | 0 | |a Studies in fuzziness and soft computing |v 222 |w (DE-604)BV021858135 |9 222 | |
| 856 | 4 | 2 | |u http://d-nb.info/985771089/04 |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m GBV Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016723513&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-016723513 | |
Datensatz im Suchindex
| _version_ | 1819372345046859776 |
|---|---|
| adam_text | JAMES J. BUCKLEY AND LEONARD J. JOWERS MONTE CARLO METHODS IN FUZZY
OPTIMIZATION CONTENTS PART I: INTRODUCTION 1 INTRODUCTION 3 1.1
INTRODUCTION 3 1.1.1 PARTI 3 1.1.2 PART II 4 1.1.3 PART III 4 1.1.4 PART
IV 4 1.2 NOTATION 5 1.3 PREVIOUS RESEARCH 5 1.4 MATLAB/C++ PROGRAMS 6
REFERENCES 6 2 FUZZY SETS 9 2.1 INTRODUCTION 9 2.2 FUZZY SETS .- 9 2.2.1
FUZZY NUMBERS 10 2.2.2 ALPHA-CUTS 11 2.2.3 INEQUALITIES 12 2.2.4
DISCRETE FUZZY SETS 13 2.3 FUZZY ARITHMETIC 13 2.3.1 EXTENSION PRINCIPLE
13 2.3.2 INTERVAL ARITHMETIC 14 2.3.3 FUZZY ARITHMETIC 15 2.4 FUZZY
FUNCTIONS 16 2.4.1 EXTENSION PRINCIPLE 16 2.4.2 ALPHA-CUTS AND INTERVAL
ARITHMETIC 17 2.4.3 DIFFERENCES 17 2.5 MIN/MAX OF A FUZZY NUMBER 18 2.6
ORDERING FUZZY NUMBERS 20 2.6.1 BUCKLEY S METHOD 20 2.6.2 KERRE S METHOD
21 2.6.3 CHEN S METHOD 22 2.6.4 BREAKING TIES 24 VIII CONTENTS 2.7
UNDOMINATED FUZZY VECTORS 24 2.7.1 BUCKLEY S METHOD 26 2.7.2 KERRE S
METHOD 27 2.7.3 CHEN S METHOD 27 REFERENCES 27 3 CRISP RANDOM NUMBERS
AND VECTORS 2 9 3.1 INTRODUCTION 29 3.2 RANDOM NUMBERS 29 3.2.1
QUASI-RANDOM SEQUENCES 30 3.2.2 RANDOM NUMBER GENERATOR 31 3.3 RANDOM
NON-NEGATIVE INTEGERS 32 3.4 RANDOM VECTORS: REAL NUMBERS 32 3.5 RANDOM
VECTORS: NON-NEGATIVE INTEGERS 34 REFERENCES 34 4 RANDOM FUZZY NUMBERS
AND VECTORS 35 4.1 INTRODUCTION 35 4.2 RANDOM TRIANGULAR/TRAPEZOIDAL
FUZZY NUMBERS 35 4.3 RANDOM QUADRATIC FUZZY NUMBERS 36 4.3.1 GENERATED
FROM IMPLICIT QUADRATIC FUNCTIONS 36 4.3.2 GENERATED FROM PARAMETRIC
QUADRATIC FUNCTIONS, BEZIER FUZZY NUMBERS 38 4.4 COMPARISON OF RANDOM
FUZZY VECTORS 40 4.5 RANDOM FUZZY VECTORS 41 REFERENCES 42 5 TESTS FOR
RANDOMNESS 43 5.1 INTRODUCTION 43 5.2 RANDOM FUZZY NUMBERS 43 5.2.1 RUN
TEST 43 5.2.2 FREQUENCY TEST 47 5.3 SEARCH SPACE 50 5.3.1 SEARCH SPACE
[A, B] FOR QBGFNS 50 5.3.2 SEARCH SPACE Q FOR QBGFNS 52 5.3.3 SEARCH
SPACE [A, B] FOR TFNS 52 5.3.4 SEARCH SPACE Q FOR TFNS 52 5.3.5 OTHER
SEARCH SPACES 53 REFERENCES 53 PART II: APPLICATIONS 6 FUZZY MONTE CARLO
METHOD 57 6.1 INTRODUCTION 57 6.2 CRISP LINEAR PROGRAM 57 6.3 FUZZY
LINEAR PROGRAM 58 6.3.1 KERRE S METHOD 59 CONTENTS IX 6.3.2 CHEN S
METHOD 61 6.3.3 COMPARISON OF SOLUTIONS 63 REFERENCES 64 7 FULLY
FUZZIFIED LINEAR PROGRAMMING 1 67 7.1 INTRODUCTION 67 7.2 FULLY
FUZZIFIED LINEAR PROGRAMMING 67 7.3 PRODUCT MIX PROBLEM 68 7.4 FUZZY
MONTE CARLO METHOD 69 7.4.1 KERRE S METHOD 69 7.4.2 CHEN S METHOD 71 7.5
COMPARISON OF SOLUTIONS 72 REFERENCES 73 8 FULLY FUZZIFIED LINEAR
PROGRAMMING II 75 8.1 INTRODUCTION 75 8.2 DIET PROBLEM 75 8.3 FUZZY
MONTE CARLO METHOD 76 8.4 COMPARISON OF SOLUTIONS 78 REFERENCES 80 9
FUZZY MULTIOBJECTIVE LP 81 9.1 INTRODUCTION 81 9.2 MULTIOBJECTIVE FULLY
FUZZIFIED LINEAR PROGRAMMING 81 9.3 EXAMPLE PROBLEM 82 9.4 FUZZY MONTE
CARLO METHOD 83 9.5 COMPARE SOLUTIONS 86 REFERENCES 87 10 SOLVING FUZZY
EQUATIONS 89 10.1 INTRODUCTION 89 10.2 AJ( + B = C 89 10.2.1 OTHER
SOLUTIONS 91 10.2.2 FUZZY MONTE CARLO METHOD 94 10.3 FUZZY QUADRATIC
EQUATION 98 10.3.1 FUZZY MONTE CARLO METHOD 100 10.4 FUZZY MATRIX
EQUATION 103 10.4.1 FUZZY MONTE CARLO METHOD 110 10.5 SUMMARY AND
CONCLUSIONS 114 REFERENCES 114 11 FUZZY LINEAR REGRESSION I 11 7 11.1
INTRODUCTION 117 11.2 RANDOM FUZZY VECTORS 118 11.3 APPLICATION 119
11.3.1 FIRST CHOICE OF INTERVALS 119 X CONTENTS 11.3.2 SECOND CHOICE OF
INTERVALS 120 11.3.3 COMPARISON OF SOLUTIONS 122 11.4 SUMMARY AND
CONCLUSIONS 123 REFERENCES 124 12 UNIVARIATE FUZZY NONLINEAR REGRESSION
127 12.1 INTRODUCTION 127 12.2 UNIVARIATE FUZZY NONLINEAR REGRESSION 128
12.2.1 EVOLUTIONARY ALGORITHM (EA) 129 12.3 FUZZY MONTE CARLO METHOD 129
12.4 FUZZY QUADRATIC 130 12.4.1 FIRST CHOICE OF INTERVALS 130 12.4.2
SECOND CHOICE OF INTERVALS 132 12.4.3 COMPARISON OF SOLUTIONS 133 12.5
FUZZY LOGARITHMIC 133 12.5.1 FIRST CHOICE OF INTERVALS 133 12.5.2 SECOND
CHOICE OF INTERVALS 134 12.5.3 COMPARISON OF SOLUTIONS 135 12.6 SUMMARY
AND CONCLUSIONS 136 REFERENCES 136 13 MULTIVARIATE NONLINEAR REGRESSION
139 13.1 INTRODUCTION 139 13.2 UNIVERSAL APPROXIMATOR 139 13.3
EVOLUTIONARY ALGORITHM 140 13.4 FUZZY MONTE CARLO METHOD 141 13.5
APPLICATIONS 142 13.5.1 FIRST APPLICATION 7 142 13.5.2 SECOND
APPLICATION 145 13.5.3 THIRD APPLICATION 147 13.5.4 FOURTH APPLICATION
149 13.6 SUMMARY AND CONCLUSIONS 153 REFERENCES 154 14 FUZZY LINEAR
REGRESSION II 155 14.1 INTRODUCTION 155 14.2 ERROR MEASURES 156 14.3
RANDOM VECTORS 157 14.4 EXAMPLE PROBLEM 157 14.4.1 FIRST CHOICE OF
INTERVALS 158 14.4.2 SECOND CHOICE OF INTERVALS 159 14.4.3 COMPARISON OF
SOLUTIONS 160 14.5 SUMMARY AND CONCLUSIONS 161 14.6 MATLAB PROGRAM 162
REFERENCES 163 CONTENTS XI 15 FUZZY TWO-PERSON ZERO-SUM GAMES 165 15.1
INTRODUCTION 165 15.2 TWO-PERSON ZERO-SUM GAMES 165 15.3 FUZZY
TWO-PERSON ZERO-SUM GAMES 166 15.4 FUZZY MONTE CARLO 169 15.4.1 RANDOM
SEQUENCES OF FUZZY MIXED STRATEGIES 170 15.4.2 MAX/MIN OF FUZZY NUMBERS
170 15.4.3 FUZZY MONTE CARLO SOLUTION METHOD 171 15.5 CONCLUSIONS AND
FUTURE RESEARCH 172 REFERENCES 173 16 FUZZY QUEUING MODELS 175 16.1
INTRODUCTION 175 16.2 QUEUING MODEL 175 16.3 FUZZY QUEUING MODEL 177
16.4 FUZZY MONTE CARLO METHOD 180 16.4.1 RANDOM SEQUENCE V K 180 16.4.2
MAXIMUM OF FUZZY PROFIT 180 16.5 FUZZY MONTE CARLO SOLUTION 181 16.6
SUMMARY AND CONCLUSIONS 183 REFERENCES 184 PART III: UNFINISHED BUSINESS
17 FUZZY MIN-COST CAPACITATED NETWORK . 187 17.1 INTRODUCTION 187 17.2
MIN-COST CAPACITATED NETWORK 187 17.3 FUZZY MONTE CARLO METHOD 190
REFERENCES 190 18 FUZZY SHORTEST PATH PROBLEM 191 18.1 INTRODUCTION 191
18.2 FUZZY SHORTEST PATH PROBLEM 191 18.3 MONTE CARLO METHOD 192
REFERENCES 193 19 FUZZY MAX-FLOW PROBLEM 195 19.1 INTRODUCTION 195 19.2
MAX-FLOW PROBLEM 195 19.3 FUZZY MAX-FLOW PROBLEM 196 19.3.1 FUZZY MONTE
CARLO SOLUTION 197 REFERENCES 198 XII CONTENTS 20 INVENTORY CONTROL:
KNOWN DEMAND 199 20.1 INTRODUCTION 199 20.2 INVENTORY PROBLEM 199 20.3
MONTE CARLO METHOD 202 20.3.1 MONTE CARLO SOLUTION 203 REFERENCES 204 21
INVENTORY CONTROL: FUZZY DEMAND 205 21.1 INTRODUCTION 205 21.2 INVENTORY
MODEL 205 21.2.1 MONTE CARLO SOLUTION 211 22 INVENTORY CONTROL:
BACKORDERING 213 22.1 INTRODUCTION 213 22.2 INVENTORY MODEL 213 22.3
MONTE CARLO METHOD 214 REFERENCES 216 23 FUZZY TRANSPORTATION PROBLEM
217 23.1 INTRODUCTION 217 23.2 TRANSPORTATION PROBLEM 217 23.3 FUZZY
TRANSPORTATION PROBLEM 218 REFERENCES 220 24 FUZZY INTEGER PROGRAMMING
223 24.1 INTRODUCTION 223 24.2 FUZZY INTEGERS 223 24.3 AN INTEGER
PROGRAMMING PROBLEM 224 24.4 A FUZZY INTEGER PROGRAMMING PROBLEM 224
24.4.1 FUZZY MONTE CARLO SOLUTION 225 REFERENCES 226 25 FUZZY DYNAMIC
PROGRAMMING 227 25.1 INTRODUCTION 227 25.2 A DYNAMIC PROGRAMMING PROBLEM
227 25.3 A FUZZY DYNAMIC PROGRAMMING PROBLEM 228 25.3.1 FUZZY MONTE
CARLO SOLUTION 229 REFERENCES 229 26 FUZZY PROJECT SCHEDULING/PERT 231
26.1 INTRODUCTION 231 26.2 JOB TIMES FUZZY NUMBERS 232 26.3 JOB TIMES
DISCRETE FUZZY SETS 234 26.3.1 FUZZY MONTE CARLO METHOD 234 REFERENCES
235 CONTENTS XIII 27 MAX/MIN FUZZY FUNCTION 237 27.1 INTRODUCTION 237
27.2 MAX/MIN F(X)^ 237 27.3 MAX/MIN F(X, Y) 238 REFERENCES 239 PART IV:
SUMMARY, CONCLUSIONS, FUTURE RESEARCH 28 SUMMARY, CONCLUSIONS, FUTURE
RESEARCH 243 28.1 SUMMARY 243 28.2 FUTURE RESEARCH 244 28.3 CONCLUSIONS
245 INDEX 247 LIST OF FIGURES 253 LIST OF TABLES 257
|
| any_adam_object | 1 |
| author | Buckley, James J. 1936- Jowers, Leonard J. |
| author_GND | (DE-588)120637871 |
| author_facet | Buckley, James J. 1936- Jowers, Leonard J. |
| author_role | aut aut |
| author_sort | Buckley, James J. 1936- |
| author_variant | j j b jj jjb l j j lj ljj |
| building | Verbundindex |
| bvnumber | BV035054911 |
| callnumber-first | Q - Science |
| callnumber-label | QA298 |
| callnumber-raw | QA298 |
| callnumber-search | QA298 |
| callnumber-sort | QA 3298 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 425 SK 820 |
| ctrlnum | (OCoLC)214304413 (DE-599)DNB985771089 |
| dewey-full | 519.6 006.301518282 |
| dewey-hundreds | 500 - Natural sciences and mathematics 000 - Computer science, information, general works |
| dewey-ones | 519 - Probabilities and applied mathematics 006 - Special computer methods |
| dewey-raw | 519.6 006.301518282 |
| dewey-search | 519.6 006.301518282 |
| dewey-sort | 3519.6 |
| dewey-tens | 510 - Mathematics 000 - Computer science, information, general works |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02161nam a2200565 cb4500</leader><controlfield tag="001">BV035054911</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20120301 </controlfield><controlfield tag="007">t|</controlfield><controlfield tag="008">080916s2008 gw d||| |||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">07,N42,0601</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">08,A30,1023</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">985771089</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783540762898</subfield><subfield code="c">Pp. : EUR 106.95</subfield><subfield code="9">978-3-540-76289-8</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783540762898</subfield></datafield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">11820734</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)214304413</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB985771089</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-703</subfield><subfield code="a">DE-824</subfield><subfield code="a">DE-355</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">QA298</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.6</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.301518282</subfield><subfield code="2">22</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 425</subfield><subfield code="0">(DE-625)141579:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 820</subfield><subfield code="0">(DE-625)143258:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">510</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Buckley, James J.</subfield><subfield code="d">1936-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)120637871</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Monte Carlo methods in fuzzy optimization</subfield><subfield code="c">James J. Buckley and Leonard J. Jowers</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin ; Heidelberg</subfield><subfield code="b">Springer</subfield><subfield code="c">2008</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIII, 260 S.</subfield><subfield code="b">graph. Darst.</subfield><subfield code="c">24 cm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Studies in fuzziness and soft computing</subfield><subfield code="v">222</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Literaturangaben</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Fuzzy systems</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Monte Carlo method</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Monte-Carlo-Simulation</subfield><subfield code="0">(DE-588)4240945-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Fuzzy-Optimierung</subfield><subfield code="0">(DE-588)4659945-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Fuzzy-Optimierung</subfield><subfield code="0">(DE-588)4659945-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Monte-Carlo-Simulation</subfield><subfield code="0">(DE-588)4240945-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Jowers, Leonard J.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-3-540-76290-4</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Studies in fuzziness and soft computing</subfield><subfield code="v">222</subfield><subfield code="w">(DE-604)BV021858135</subfield><subfield code="9">222</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="u">http://d-nb.info/985771089/04</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">GBV Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016723513&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-016723513</subfield></datafield></record></collection> |
| id | DE-604.BV035054911 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T13:19:02Z |
| institution | BVB |
| isbn | 9783540762898 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016723513 |
| oclc_num | 214304413 |
| open_access_boolean | |
| owner | DE-703 DE-824 DE-355 DE-BY-UBR |
| owner_facet | DE-703 DE-824 DE-355 DE-BY-UBR |
| physical | XIII, 260 S. graph. Darst. 24 cm |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Springer |
| record_format | marc |
| series | Studies in fuzziness and soft computing |
| series2 | Studies in fuzziness and soft computing |
| spellingShingle | Buckley, James J. 1936- Jowers, Leonard J. Monte Carlo methods in fuzzy optimization Studies in fuzziness and soft computing Fuzzy systems Monte Carlo method Monte-Carlo-Simulation (DE-588)4240945-7 gnd Fuzzy-Optimierung (DE-588)4659945-9 gnd |
| subject_GND | (DE-588)4240945-7 (DE-588)4659945-9 |
| title | Monte Carlo methods in fuzzy optimization |
| title_auth | Monte Carlo methods in fuzzy optimization |
| title_exact_search | Monte Carlo methods in fuzzy optimization |
| title_full | Monte Carlo methods in fuzzy optimization James J. Buckley and Leonard J. Jowers |
| title_fullStr | Monte Carlo methods in fuzzy optimization James J. Buckley and Leonard J. Jowers |
| title_full_unstemmed | Monte Carlo methods in fuzzy optimization James J. Buckley and Leonard J. Jowers |
| title_short | Monte Carlo methods in fuzzy optimization |
| title_sort | monte carlo methods in fuzzy optimization |
| topic | Fuzzy systems Monte Carlo method Monte-Carlo-Simulation (DE-588)4240945-7 gnd Fuzzy-Optimierung (DE-588)4659945-9 gnd |
| topic_facet | Fuzzy systems Monte Carlo method Monte-Carlo-Simulation Fuzzy-Optimierung |
| url | http://d-nb.info/985771089/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016723513&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV021858135 |
| work_keys_str_mv | AT buckleyjamesj montecarlomethodsinfuzzyoptimization AT jowersleonardj montecarlomethodsinfuzzyoptimization |