Decision Optimization with IBM ILOG CPLEX Optimization Studio: A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL)
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Book |
| Language: | English German |
| Published: |
Berlin
Springer Berlin
2022
|
| Series: | Graduate Texts in Operations Research
|
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | XIII, 281 Seiten Illustrationen 24 cm x 16.8 cm, 676 g |
| ISBN: | 9783662654804 3662654806 |
Staff View
MARC
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| 240 | 1 | 0 | |a Angewandte Optimierung mit IBM ILOG CPLEX Optimization Studio |
| 245 | 1 | 0 | |a Decision Optimization with IBM ILOG CPLEX Optimization Studio |b A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) |c Stefan Nickel, Claudius Steinhardt, Hans Schlenker, Wolfgang Burkart |
| 264 | 1 | |a Berlin |b Springer Berlin |c 2022 | |
| 300 | |a XIII, 281 Seiten |b Illustrationen |c 24 cm x 16.8 cm, 676 g | ||
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| 650 | 0 | 7 | |a Lineare Optimierung |0 (DE-588)4035816-1 |2 gnd |9 rswk-swf |
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| 653 | |a Optimization Programming Language | ||
| 653 | |a OPL | ||
| 653 | |a Operations research | ||
| 653 | |a Applied Optimization | ||
| 653 | |a Mathematical Programming | ||
| 653 | |a Linear Programming | ||
| 653 | |a Integer Programming | ||
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Record in the Search Index
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| adam_text |
TABLE
OF
CONTENTS
PREFACE
.
V
LIST
OF
ABBREVIATIONS
.
XIII
PART
1
LESSONS
CHAPTER
1:
INTRODUCTION
.
3
1.1
MODELING
AND
SOLVING
PLANNING
AND
DECISION-MAKING
PROBLEMS
.
4
1.2
IBM
ILOG
CPLEX
OPTIMIZATION
STUDIO
.
4
1.3
INTRODUCTORY
EXAMPLE
.
5
1.4
CONTENT
COVERED
IN
THE
BOOK
.
7
CHAPTER
2:
IBM
ILOG
CPLEX
OPTIMIZATION
STUDIO
-
A
PRIMER
.
9
2.1
LICENSES
AND
INSTALLATION
.
9
2.2
STARTING
THE
STUDIO
.
10
2.3
FIRST
STEPS
.
12
2.4
STUDIO
HELP
AND
OTHER
RESOURCES
.
20
CHAPTER
3:
SETTING
UP
A
MODEL
.
23
3.1
DECLARATION
AND
INITIALIZATION
OF
MODEL
PARAMETERS
.
25
3.2
DECLARATION
OF
DECISION
VARIABLES
.
28
3.3
OBJECTIVE
FUNCTION
.
30
3.4
CONSTRAINTS
.
32
3.5
SOLUTION
OF
CASE
STUDY
1
.
34
3.6
EXERCISES
.
37
X
TABLE
OF
CONTENTS
CHAPTER
4:
DATA
STRUCTURES
AND
RELATED
OPL
LANGUAGE
ELEMENTS
.
39
4.1
RANGES
.
40
4.2
ARRAYS
.
41
4.3
SETS
.
4.4
AGGREGATE
OPERATORS
.
51
4.5
THE
.
54
4.6
SOLUTION
OF
CASE
STUDY
2
.
56
4.7
EXERCISES
.
58
CHAPTER
5:
INTRODUCTION
TO
IBM
ILOG
SCRIPT
.
61
5.1
STRUCTURE
AND
BASIC
LANGUAGE
ELEMENTS
OF
IBM
ILOG
SCRIPT
.
62
5.2
OPL
DATA
ELEMENTS
AND
IBM
ILOG
SCRIPT
VARIABLES
.
64
5.3
OTHER
LANGUAGE
ELEMENTS
.
66
5.4
SOLUTION
OF
CASE
STUDY
4
.
74
5.5
EXERCISES
.
76
CHAPTER
6:
MODELING
WITH
TUPLES
.
79
6.1
TUPLE
.
80
6.2
TUPLE
SETS
.
85
6.3
EFFICIENT
MODELING
WITH
TUPLE
SETS
.
95
6.4
SOLUTION
OF
CASE
STUDY
4:
EFFICIENT
MODELING
OF
SPARSE
MATRICES
BY
TUPLE
SETS
.
102
6.5
EXERCISES
.
109
CHAPTER
7:
SEPARATING
MODEL
AND
DATA
.
113
7.1
INTERNAL
AND
EXTERNAL
DATA
INITIALIZATION
.
115
7.2
EXPLICIT
INITIALIZATION
IN
DATA
FILES
.
118
7.3
CONNECTING
SPREADSHEET
FILES
.
123
7.4
SOLUTION
OF
CASE
STUDY
5
.
127
7.5
EXERCISES
.
131
CHAPTER
8:
SELECTED
FEATURES
OF
OPL
AND
CPLEX
OPTIMIZATION
STUDIO
.
135
8.1
MODELING
WITH
LOGICAL
OPERATIONS
.
137
8.2
PIECEWISE
LINEAR
FUNCTIONS
.
147
8.3
CONFLICTS
AND
RELAXATIONS
.
160
8.4
SOLUTION
OF
CASE
STUDY
6
.
166
8.5
EXERCISES
.
168
CHAPTER
9:
SELECTED
FEATURES
OF
IBM
ILOG
SCRIPT
.
173
9.1
INPUT
AND
OUTPUT
WITH
IBM
ILOG
SCRIPT
.
174
9.2
PRE
AND
POSTPROCESSING
WITH
IBM
ILOG
SCRIPT
.
181
9.3
RUNTIME
MEASUREMENT
AND
CPLEX
SETTINGS
.
183
9.4
SOLUTION
OF
CASE
STUDY
7
.
186
9.5
EXERCISES
.
189
TABLE
OF
CONTENTS
XI
CHAPTER
10:
FLOW
CONTROL
WITH
ILOG
SCRIPT
.
193
10.1
OVERVIEW
AND
USE
CASES
.
195
10.2
ACCESSING
MODEL
AND
DATA
FILES
.
196
10.3
SOLUTION
OF
CASE
STUDY
8
.
200
10.4
REFERENCE
TO
FURTHER
IMPLEMENTATION
EXAMPLES
.
204
10.5
EXERCISES
.
206
PART
2
APPLICATION
STUDIES
CHAPTER
11:
COVERING
LOCATION
PLANNING
.
211
CHAPTER
12:
FLEET
SIZING
.
219
CHAPTER
13:
LOCATION
PLANNING
.
227
CHAPTER
14:
TRANSPORTATION
PLANNING
.
237
CHAPTER
15:
REVENUE
MANAGEMENT
.
247
CHAPTER
16:
LOT
SIZING
.
257
BIBLIOGRAPHY
.
275
INDEX
.
277 |
| adam_txt |
TABLE
OF
CONTENTS
PREFACE
.
V
LIST
OF
ABBREVIATIONS
.
XIII
PART
1
LESSONS
CHAPTER
1:
INTRODUCTION
.
3
1.1
MODELING
AND
SOLVING
PLANNING
AND
DECISION-MAKING
PROBLEMS
.
4
1.2
IBM
ILOG
CPLEX
OPTIMIZATION
STUDIO
.
4
1.3
INTRODUCTORY
EXAMPLE
.
5
1.4
CONTENT
COVERED
IN
THE
BOOK
.
7
CHAPTER
2:
IBM
ILOG
CPLEX
OPTIMIZATION
STUDIO
-
A
PRIMER
.
9
2.1
LICENSES
AND
INSTALLATION
.
9
2.2
STARTING
THE
STUDIO
.
10
2.3
FIRST
STEPS
.
12
2.4
STUDIO
HELP
AND
OTHER
RESOURCES
.
20
CHAPTER
3:
SETTING
UP
A
MODEL
.
23
3.1
DECLARATION
AND
INITIALIZATION
OF
MODEL
PARAMETERS
.
25
3.2
DECLARATION
OF
DECISION
VARIABLES
.
28
3.3
OBJECTIVE
FUNCTION
.
30
3.4
CONSTRAINTS
.
32
3.5
SOLUTION
OF
CASE
STUDY
1
.
34
3.6
EXERCISES
.
37
X
TABLE
OF
CONTENTS
CHAPTER
4:
DATA
STRUCTURES
AND
RELATED
OPL
LANGUAGE
ELEMENTS
.
39
4.1
RANGES
.
40
4.2
ARRAYS
.
41
4.3
SETS
.
4.4
AGGREGATE
OPERATORS
.
51
4.5
THE
.
54
4.6
SOLUTION
OF
CASE
STUDY
2
.
56
4.7
EXERCISES
.
58
CHAPTER
5:
INTRODUCTION
TO
IBM
ILOG
SCRIPT
.
61
5.1
STRUCTURE
AND
BASIC
LANGUAGE
ELEMENTS
OF
IBM
ILOG
SCRIPT
.
62
5.2
OPL
DATA
ELEMENTS
AND
IBM
ILOG
SCRIPT
VARIABLES
.
64
5.3
OTHER
LANGUAGE
ELEMENTS
.
66
5.4
SOLUTION
OF
CASE
STUDY
4
.
74
5.5
EXERCISES
.
76
CHAPTER
6:
MODELING
WITH
TUPLES
.
79
6.1
TUPLE
.
80
6.2
TUPLE
SETS
.
85
6.3
EFFICIENT
MODELING
WITH
TUPLE
SETS
.
95
6.4
SOLUTION
OF
CASE
STUDY
4:
EFFICIENT
MODELING
OF
SPARSE
MATRICES
BY
TUPLE
SETS
.
102
6.5
EXERCISES
.
109
CHAPTER
7:
SEPARATING
MODEL
AND
DATA
.
113
7.1
INTERNAL
AND
EXTERNAL
DATA
INITIALIZATION
.
115
7.2
EXPLICIT
INITIALIZATION
IN
DATA
FILES
.
118
7.3
CONNECTING
SPREADSHEET
FILES
.
123
7.4
SOLUTION
OF
CASE
STUDY
5
.
127
7.5
EXERCISES
.
131
CHAPTER
8:
SELECTED
FEATURES
OF
OPL
AND
CPLEX
OPTIMIZATION
STUDIO
.
135
8.1
MODELING
WITH
LOGICAL
OPERATIONS
.
137
8.2
PIECEWISE
LINEAR
FUNCTIONS
.
147
8.3
CONFLICTS
AND
RELAXATIONS
.
160
8.4
SOLUTION
OF
CASE
STUDY
6
.
166
8.5
EXERCISES
.
168
CHAPTER
9:
SELECTED
FEATURES
OF
IBM
ILOG
SCRIPT
.
173
9.1
INPUT
AND
OUTPUT
WITH
IBM
ILOG
SCRIPT
.
174
9.2
PRE
AND
POSTPROCESSING
WITH
IBM
ILOG
SCRIPT
.
181
9.3
RUNTIME
MEASUREMENT
AND
CPLEX
SETTINGS
.
183
9.4
SOLUTION
OF
CASE
STUDY
7
.
186
9.5
EXERCISES
.
189
TABLE
OF
CONTENTS
XI
CHAPTER
10:
FLOW
CONTROL
WITH
ILOG
SCRIPT
.
193
10.1
OVERVIEW
AND
USE
CASES
.
195
10.2
ACCESSING
MODEL
AND
DATA
FILES
.
196
10.3
SOLUTION
OF
CASE
STUDY
8
.
200
10.4
REFERENCE
TO
FURTHER
IMPLEMENTATION
EXAMPLES
.
204
10.5
EXERCISES
.
206
PART
2
APPLICATION
STUDIES
CHAPTER
11:
COVERING
LOCATION
PLANNING
.
211
CHAPTER
12:
FLEET
SIZING
.
219
CHAPTER
13:
LOCATION
PLANNING
.
227
CHAPTER
14:
TRANSPORTATION
PLANNING
.
237
CHAPTER
15:
REVENUE
MANAGEMENT
.
247
CHAPTER
16:
LOT
SIZING
.
257
BIBLIOGRAPHY
.
275
INDEX
.
277 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Nickel, Stefan Steinhardt, Claudius 1981- Schlenker, Hans 1969- Burkart, Wolfgang R. 1976- |
| author_GND | (DE-588)130451479 (DE-588)136193978 (DE-588)12952381X (DE-588)1054404577 |
| author_facet | Nickel, Stefan Steinhardt, Claudius 1981- Schlenker, Hans 1969- Burkart, Wolfgang R. 1976- |
| author_role | aut aut aut aut |
| author_sort | Nickel, Stefan |
| author_variant | s n sn c s cs h s hs w r b wr wrb |
| building | Verbundindex |
| bvnumber | BV048415757 |
| classification_rvk | QH 500 |
| ctrlnum | (OCoLC)1346095382 (DE-599)DNB1256520772 |
| discipline | Wirtschaftswissenschaften |
| discipline_str_mv | Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV048415757 |
| illustrated | Illustrated |
| index_date | 2024-07-03T20:26:30Z |
| indexdate | 2024-12-09T13:07:02Z |
| institution | BVB |
| institution_GND | (DE-588)1065168780 |
| isbn | 9783662654804 3662654806 |
| language | English German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033794139 |
| oclc_num | 1346095382 |
| open_access_boolean | |
| owner | DE-384 |
| owner_facet | DE-384 |
| physical | XIII, 281 Seiten Illustrationen 24 cm x 16.8 cm, 676 g |
| publishDate | 2022 |
| publishDateSearch | 2022 |
| publishDateSort | 2022 |
| publisher | Springer Berlin |
| record_format | marc |
| series2 | Graduate Texts in Operations Research |
| spelling | Nickel, Stefan Verfasser (DE-588)130451479 aut Angewandte Optimierung mit IBM ILOG CPLEX Optimization Studio Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) Stefan Nickel, Claudius Steinhardt, Hans Schlenker, Wolfgang Burkart Berlin Springer Berlin 2022 XIII, 281 Seiten Illustrationen 24 cm x 16.8 cm, 676 g txt rdacontent n rdamedia nc rdacarrier Graduate Texts in Operations Research Planungsmodell (DE-588)4201187-5 gnd rswk-swf OPL Programmiersprache (DE-588)4577533-3 gnd rswk-swf Lineare Optimierung (DE-588)4035816-1 gnd rswk-swf Entscheidungsmodell (DE-588)4121201-0 gnd rswk-swf Managementinformationssystem (DE-588)4074518-1 gnd rswk-swf Operations Research (DE-588)4043586-6 gnd rswk-swf Optimization Programming Language OPL Operations research Applied Optimization Mathematical Programming Linear Programming Integer Programming Operations Research (DE-588)4043586-6 s Managementinformationssystem (DE-588)4074518-1 s OPL Programmiersprache (DE-588)4577533-3 s DE-604 Lineare Optimierung (DE-588)4035816-1 s Planungsmodell (DE-588)4201187-5 s Entscheidungsmodell (DE-588)4121201-0 s Steinhardt, Claudius 1981- Verfasser (DE-588)136193978 aut Schlenker, Hans 1969- Verfasser (DE-588)12952381X aut Burkart, Wolfgang R. 1976- Verfasser (DE-588)1054404577 aut Springer-Verlag GmbH (DE-588)1065168780 pbl Erscheint auch als Online-Ausgabe 978-3-662-65481-1 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=a0b273d6e5d94c5ca9904797c964b063&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033794139&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20220430 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Nickel, Stefan Steinhardt, Claudius 1981- Schlenker, Hans 1969- Burkart, Wolfgang R. 1976- Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) Planungsmodell (DE-588)4201187-5 gnd OPL Programmiersprache (DE-588)4577533-3 gnd Lineare Optimierung (DE-588)4035816-1 gnd Entscheidungsmodell (DE-588)4121201-0 gnd Managementinformationssystem (DE-588)4074518-1 gnd Operations Research (DE-588)4043586-6 gnd |
| subject_GND | (DE-588)4201187-5 (DE-588)4577533-3 (DE-588)4035816-1 (DE-588)4121201-0 (DE-588)4074518-1 (DE-588)4043586-6 |
| title | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) |
| title_alt | Angewandte Optimierung mit IBM ILOG CPLEX Optimization Studio |
| title_auth | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) |
| title_exact_search | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) |
| title_exact_search_txtP | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) |
| title_full | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) Stefan Nickel, Claudius Steinhardt, Hans Schlenker, Wolfgang Burkart |
| title_fullStr | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) Stefan Nickel, Claudius Steinhardt, Hans Schlenker, Wolfgang Burkart |
| title_full_unstemmed | Decision Optimization with IBM ILOG CPLEX Optimization Studio A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) Stefan Nickel, Claudius Steinhardt, Hans Schlenker, Wolfgang Burkart |
| title_short | Decision Optimization with IBM ILOG CPLEX Optimization Studio |
| title_sort | decision optimization with ibm ilog cplex optimization studio a hands on introduction to modeling with the optimization programming language opl |
| title_sub | A Hands-On Introduction to Modeling with the Optimization Programming Language (OPL) |
| topic | Planungsmodell (DE-588)4201187-5 gnd OPL Programmiersprache (DE-588)4577533-3 gnd Lineare Optimierung (DE-588)4035816-1 gnd Entscheidungsmodell (DE-588)4121201-0 gnd Managementinformationssystem (DE-588)4074518-1 gnd Operations Research (DE-588)4043586-6 gnd |
| topic_facet | Planungsmodell OPL Programmiersprache Lineare Optimierung Entscheidungsmodell Managementinformationssystem Operations Research |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=a0b273d6e5d94c5ca9904797c964b063&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033794139&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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