A flexible metaheuristic framework for solving rich vehicle routing problems:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Aachen
Shaker
2012
|
| Series: | Wirtschaftsinformatik und Operations Research
17 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 185 S. graph. Darst. 21 cm, 305 g |
| ISBN: | 9783844006742 |
Staff View
MARC
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Record in the Search Index
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| adam_text | IMAGE 1
C O N T E N T S
LIST O F F I G U R E S V I
L I S T O F T A B L E S V I I
L I S T O F A L G O R I T H M S I X
LIST O F A B B R E V I A T I O N S A N D S Y M B O L S X I
1 I N T R O D U C T I O N 1
1.1 PLANNING PROBLEMS IN ROAD TRANSPORTATION 5
1.2 DECISION S U P P O R T FOR R O A D TRANSPORTATION 6
1.3 METALIEURISTIC V R P FRAMEWORK 8
1.4 MAIN CONTRIBUTIONS 10
1.5 OUTLINE 12
1 VEHICLE R O U T I N G P R O B L E M S A N D SOLUTION P R O C E D U R E
S 15
2 R I C H V E H I C L E R O U T I N G P R O B L E M S 1 7
2.1 T H E S T A N D A R D V R P 17
2.2 EXTENSIONS OF T H E V R P 20
2.2.1 VEHICLE ROUTING PROBLEM WITH T I M E WINDOWS 20
2.2.2 VEHICLE ROUTING PROBLEM WITH C O M P A R T M E N T S 20
2.2.3 SPLIT DELIVERY VEHICLE ROUTING P R O B L E M 22
2.2.4 PERIODIC VEHICLE ROUTING PROBLEM 23
2.2.5 TRUCK A N D TRAILER ROUTING PROBLEM 24
2.2.6 O T H E R RICH V R P S 26
3 M E T A H E U R I S T I C S O L U T I O N M E T H O D S 3 1
3.1 CONSTRUCTION HEURISTICS 32
3.2 NEIGHBORHOOD SEARCH 33
I
HTTP://D-NB.INFO/1019778776
IMAGE 2
CONTENTS
3.3 METAHEURISTIC CONTROLS 34
3.3.1 SIMULATED ANNEALING 36
3.3.2 DETERMINISTIC ANNEALING 36
3.3.3 TABU SEARCH 36
3.3.4 A T T R I B U T E BASED HILL CLIMBER 37
3.3.5 O T H E R METAHEURISTIC STRATEGIES 37
3.4 LOCAL SEARCH NEIGHBORHOODS 39
3.5 LARGE NEIGHBORHOOD SEARCH 42
I I METAHEURISTIC FRAMEWORK 4 7
4 F R A M E W O R K R E Q U I R E M E N T S 4 9
4.1 EXISTING V R P FRAMEWORKS A N D LIBRARIES 49
4.2 ESSENTIAL FRAMEWORK ATTRIBUTES 53
4.3 ADAPTATION REQUIREMENTS 54
5 C O N C E P T S O F T H E M E T A H E U R I S T I C F R A M E W O R K
5 7
*5.1 ARCHITECTURE -58
5.2 BASE HEURISTICS 60
5.2.1 T H E LS-ABHC HEURISTIC 60
5.2.2 T H E LS-RRT HEURISTIC 62
*5.2.3 T H E LNS-RRT HEURISTIC 63
*5.3 HYBRID METHODS 65
*5.3.1 T H E HYBR.ID-ABHC HEURISTIC 65
5.3.2 T H E HYBRID-RR.T HEURISTIC 67
5.4 ALGORITHM A D A P T A T I O N 67
5.4.1 CONSTRUCTION HEURISTICS 70
*5.4.2 LOCAL SEARCH NEIGHBORHOODS 71
*5.4.3 LARGE NEIGHBORHOOD SEARCH OPERATIONS 74
6 D E S I G N O F T H E M E T A H E U R I S T I C F R A M E W O R K 7 7
6.1 D A T A STRUCTURE CLASSES 79
6.1.1 PROBLEM INSTANCE CLASSES 79
6.1.2 SOLUTION CLASSES 81
6.2 RELEVANT ALGORITHMIC COMPONENT CLASSES 8-5
6.2.1 CONSTRUCTION HEURISTIC CLASSES 87
6.2.2 METAHEURISTIC CLASSES 88
II
IMAGE 3
CONTENTS
6.2.3 LOCAL SEARCH NEIGHBORHOOD CLASSES 89
6.2.4 LARGE NEIGHBORHOOD SEARCH CLASSES 92
6.3 SOLVER CONFIGURATION CLASSES 94
III C U S T O M I Z I N G 9 9
7 A D A P T A T I O N T O R I C H V R P S 1 0 1
7.1 VEHICLE ROUTING PROBLEM WITH T I M E WINDOWS 102
7.2 VEHICLE ROUTING PROBLEM WITH C O M P A R T M E N T S 103
7.3 SPLIT DELIVERY VEHICLE ROUTING PROBLEM 106
7.4 PERIODIC VEHICLE ROUTING PROBLEM 110
7.5 TRUCK A N D TRAILER ROUTING PROBLEM 114
7.5.1 SOLUTION REPRESENTATION 115
7.5.2 CONSTRUCTION HEURISTICS 116
7.5.3 LARGE NEIGHBORHOOD SEARCH 118
7.5.4 LOCAL SEARCH 121
7.6 O T H E R RICH V R P S 125
8 C O M P U T A T I O N A L R E S U L T S 1 2 9
8.1 S T A N D A R D PARAMETRIZATION 130
8.2 FINAL RESULTS 135
8.2.1 S T A N D A R D V R P 137
8.2.2 VEHICLE ROUTING PROBLEM WITH T I M E WINDOWS 142
8.2.3 VEHICLE ROUTING PROBLEM WITH C O M P A R T M E N T S 145
8.2.4 SPLIT DELIVERY VEHICLE ROUTING PROBLEM 151
8.2.5 PERIODIC VEHICLE ROUTING PROBLEM 154
8.2.6 TRUCK A N D TRAILER ROUTING PROBLEM 158
8.3 S U M M A R Y 163
9 C O N C L U S I O N 1 6 9
9.1 CRITICAL REVIEW 170
9.2 FUTURE RESEARCH 172
A P S E U D O C O D E S 1 7 5
R E F E R E N C E S 1 7 7
III
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| any_adam_object | 1 |
| author | Vogel, Ulrich |
| author_facet | Vogel, Ulrich |
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| dewey-ones | 658 - General management |
| dewey-raw | 658.4034 |
| dewey-search | 658.4034 |
| dewey-sort | 3658.4034 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| format | Thesis Book |
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| isbn | 9783844006742 |
| language | English |
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| physical | XVI, 185 S. graph. Darst. 21 cm, 305 g |
| publishDate | 2012 |
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| publisher | Shaker |
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| series | Wirtschaftsinformatik und Operations Research |
| series2 | Wirtschaftsinformatik und Operations Research |
| spelling | Vogel, Ulrich Verfasser aut A flexible metaheuristic framework for solving rich vehicle routing problems Ulrich Vogel Aachen Shaker 2012 XVI, 185 S. graph. Darst. 21 cm, 305 g txt rdacontent n rdamedia nc rdacarrier Wirtschaftsinformatik und Operations Research 17 Zugl.: Köln, Univ., Diss., 2011 Tourenplanung (DE-588)4121783-4 gnd rswk-swf Metaheuristik (DE-588)4820176-5 gnd rswk-swf Straßengüterverkehr (DE-588)4183580-3 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Straßengüterverkehr (DE-588)4183580-3 s Tourenplanung (DE-588)4121783-4 s Metaheuristik (DE-588)4820176-5 s b DE-604 Wirtschaftsinformatik und Operations Research 17 (DE-604)BV011627010 17 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025275787&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Vogel, Ulrich A flexible metaheuristic framework for solving rich vehicle routing problems Wirtschaftsinformatik und Operations Research Tourenplanung (DE-588)4121783-4 gnd Metaheuristik (DE-588)4820176-5 gnd Straßengüterverkehr (DE-588)4183580-3 gnd |
| subject_GND | (DE-588)4121783-4 (DE-588)4820176-5 (DE-588)4183580-3 (DE-588)4113937-9 |
| title | A flexible metaheuristic framework for solving rich vehicle routing problems |
| title_auth | A flexible metaheuristic framework for solving rich vehicle routing problems |
| title_exact_search | A flexible metaheuristic framework for solving rich vehicle routing problems |
| title_full | A flexible metaheuristic framework for solving rich vehicle routing problems Ulrich Vogel |
| title_fullStr | A flexible metaheuristic framework for solving rich vehicle routing problems Ulrich Vogel |
| title_full_unstemmed | A flexible metaheuristic framework for solving rich vehicle routing problems Ulrich Vogel |
| title_short | A flexible metaheuristic framework for solving rich vehicle routing problems |
| title_sort | a flexible metaheuristic framework for solving rich vehicle routing problems |
| topic | Tourenplanung (DE-588)4121783-4 gnd Metaheuristik (DE-588)4820176-5 gnd Straßengüterverkehr (DE-588)4183580-3 gnd |
| topic_facet | Tourenplanung Metaheuristik Straßengüterverkehr Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025275787&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV011627010 |
| work_keys_str_mv | AT vogelulrich aflexiblemetaheuristicframeworkforsolvingrichvehicleroutingproblems |