An integrated approach to robust multi-echelon inventory policies for distribution networks:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | German |
| Published: |
Dortmund
Verl. Praxiswissen
2012
|
| Series: | Unternehmenslogistik
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XV, 171 S. graph. Darst. 24 cm, 325 g |
| ISBN: | 9783869750705 |
Staff View
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Record in the Search Index
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| adam_text | IMAGE 1
CONTENTS
AN INTEGRATED APPROACH TO ROBUST MULTI-ECHELON INVENTORY POLICIES FOR
DISTRIBUTION NETWORKS
DANKSAGUNG I
ABSTRACT III
KURZFASSUNG V
CONTENTS VII
ABBREVIATIONS XI
LIST O F FIGURES XIII
LIST O F TABLES X V
1 INTRODUCTION 1
1.1 RESEARCH BACKGROUND 1
1.2 RESEARCH OBJECTIVES 2
1.3 STRUCTURE O F DISSERTATION 3
2 MOTIVATION AND DESCRIPTION O F R O B U S T MULTI-ECHELON INVENTORY
POLICIES F O R
DISTRIBUTION N E T W O R K S 7
2.1 DISTRIBUTION NETWORKS IN DYNAMIC MARKET 7
2.1.1 SIGNIFICANCE O F DISTRIBUTION NETWORKS 7
2.1.2 OBJECTIVES O F DISTRIBUTION N E T W O R K S 9
2.1.3 DRIVING FORCES O F C H A N G E S IN DYNAMIC MARKET 11
2.2 INVENTORY PLANNING FOR DISTRIBUTION NETWORKS IN DYNAMIC MARKET 13
2.2.1 FUNCTIONS O F INVENTORY 13
2.2.2 SIGNIFICANCE O F INVENTORY PLANNING FOR DISTRIBUTION N E T W O R K
S 14
2.2.3 TASKS O F INVENTORY PLANNING FOR DISTRIBUTION NETWORKS 15
2.2.4 CHALLENGES O F INVENTORY PLANNING FOR DISTRIBUTION N E T W O R K S
IN
DYNAMIC MARKET 16
2.3 DESCRIPTION O F ROBUST MULTI-ECHELON INVENTORY POLICIES F O R
DISTRIBUTION
NETWORKS 18
2.3.1 ROLE O F INVENTORY POLICIES IN LOGISTIC PROCESSES O F DISTRIBUTION
NETWORKS 18
2.3.2 KPI SYSTEMS O F DISTRIBUTION NETWORKS 21
2.3.3 DEFINITION O F ROBUST MULTI-ECHELON INVENTORY POLICIES FOR
DISTRIBUTION NETWORKS 2 3
2.3.4 PROBLEM DESCRIPTION O F ROBUST MULTI-ECHELON INVENTORY POLICIES
FOR
DISTRIBUTION NETWORKS 2 5
V I I
HTTP://D-NB.INFO/1025006283
IMAGE 2
C O N T E N T S
2.3.5 PROBLEM REQUIREMENTS O F ROBUST MULTI-ECHELON INVENTORY POLICIES
FOR DISTRIBUTION NETWORKS 2 7
2.4 INTERMEDIATE CONCLUSIONS 2 9
3 STATE-OF-THE-ART A P P R O A C H C S TO INVENTORY POLICIES FOR
DISTRIBUTION N E T W O R K S 3 1
3.1 GENERAL W A Y S O F COMPLEX LOGISTIC SYSTEM ANALYSIS 31
3.2 ANALYTICAL APPROACHES TO INVENTORY POLICIES FOR DISTRIBUTION N E T W
O R K S 3 4
3.2.1 ANALYTICAL APPROACHES TO INVENTORY POLICIES F O R SINGLE-ECHELON
INVENTORY MODELS 3 4
3.2.2 ANALYTICAL APPROACHES TO INVENTORY POLICIES FOR MULTI-ECHELON
INVENTORY MODELS 3 6
3.3 SIMULATION APPROACHES TO INVENTORY POLICIES FOR DISTRIBUTION
NETWORKS 4 1
3.3.1 LOGISTIC N E T W O R K SIMULATION 41
3.3.2 INVENTORY POLICY SIMULATION 4 4
3.4 SIMULATION OPTIMIZATION APPROACHES 4 6
3.4.1 UNDERLYING IDEAS O F SIMULATION OPTIMIZATION A P P R O A C H E S 4
6
3.4.2 GENERAL SIMULATION OPTIMIZATION ALGORITHMS 4 8
3.4.2.1 METAHEURISTICS APPROACHES 5 0
3.5 INTERMEDIATE CONCLUSIONS 51
4 A N INTEGRATED A P P R O A C H TO R O B U S T MULTI-ECHELON INVENTORY
POLICIES F O R
DISTRIBUTION NETWORKS 5 3
4.1 SHORTCOMINGS O F THE STATE-OF-THE-ART APPROACHES TO ROBUST
MULTI-ECHELON
INVENTORY POLICIES FOR DISTRIBUTION NETWORKS 5 3
4.1.1 SHORTCOMINGS O F THE STATE-OF-THE-ART ANALYTICAL APPROACHES 5 3
4.1.2 SHORTCOMINGS O F THE STATE-OF-THE-ART SIMULATION A P P R O A C H E
S 5 4
4.2 CONCEPTION O F AN INTEGRATED A P P R O A C H TO ROBUST MULTI-ECHELON
INVENTORY
POLICIES FOR DISTRIBUTION N E T W O R K S 5 5
4.2.1 CONTRIBUTIONS O F THE STATE-OF-THE-ART APPROACHES 5 5
4.2.2 DEVELOPMENT O F A N E W INTEGRATED APPROACH 5 8
4.3 INTERMEDIATE CONCLUSIONS 61
5 ANALYTICAL OPTIMIZATION O F MULTI-ECHELON INVENTORY POLICIES FOR
DISTRIBUTION
NETWORKS 6 3
5.1 FORMULATION O F MULTI-ECHELON DISTRIBUTION N E T W O R K MODEL 6 3
5.2 CALCULATION O F MULTI-ECHELON DISTRIBUTION N E T W O R K M O D E L 6
6
5.2.1 PROPAGATION O F D E M A N D PROCESS O F MULTI-ECHELON DISTRIBUTION
N E T W O R K MODEL 6 7
5.2.2 CALCULATION O F LEAD T I M E O F MULTI-ECHELON DISTRIBUTION N E T
W O R K
MODEL 6 8
5.2.3 DETERMINATION O F PERFORMANCE VALUES O F MULTI-ECHELON
DISTRIBUTION
NETWORK MODEL 6 9
VIII
IMAGE 3
C O N T E N T S
5.3 OPTIMIZATION O F INVENTORY POLICIES FOR MULTI-ECHELON DISTRIBUTION N
E T W O R K
MODEL 7 0
5.4 INTERMEDIATE CONCLUSIONS 72
6 SIMULATION MODELING O F MULTI-ECHELON INVENTORY POLICIES FOR
DISTRIBUTION
NETWORKS 7 5
6.1 DESCRIPTION O F THE APPLIED SIMULATION TOOL 7 5
6.1.1 REQUIREMENTS O N SIMULATION TOOL 7 5
6.1.2 O T D - N E T SIMULATION TOOL 7 6
6.2 CONCEPTION O F SIMULATION M O D E L O F MULTI-ECHELON INVENTORY
POLICIES FOR
DISTRIBUTION N E T W O R K S WITH O T D - N E T 7 7
6.2.1 REPRESENTATION O F N E T W O R K STRUCTURE WITH O T D - N E T 7 8
6.2.2 REALIZATION O F MULTI-ECHELON INVENTORY POLICIES WITH O T D - N E
T 8 0
6.2.3 REPRODUCTION O F VOLATILE C U S T O M E R DERNAND WITH O T D - N E
T 8 0
6.3 INTEGRATION O F SIMULATION MODELING IN THE INTEGRATED A P P R O A C
H 81
6.4 INTERMEDIATE CONCLUSIONS 82
7 MCTAHEURISTIC-BASED O P T I M I Z E R O F MULTI-ECHELON INVENTORY
POLICIES FOR
DISTRIBUTION NETWORKS 8 5
7.1 ALGORITHM SELECTION FOR SIMULATION OPTIMIZATION A P P R O A C H 8 5
7.1.1 P R O O F AGAINST COMPLEXITY A N D INTRACTABILITY 8 5
7.1.2 EFFECTIVENESS VS. EFFICIENCY 8 6
7.1.3 MULTI-OBJECTIVE OPTIMIZATION PROGRAMMING 87
7.1.4 INTERMEDIATE CONCLUSIONS 87
7.2 DESIGN O F THE METAHEURISTIC-BASED OPTIMIZER O F MULTI-ECHELON
INVENTORY
POLICIES FOR DISTRIBUTION N E T W O R K S 8 7
7.2.1 OUTLINE 8 7
7.2.2 DATA STRUCTURE 8 9
7.2.3 PARAMETER SETTINGS 91
7.2.4 EVALUATION O F MULTI-ECHELON INVENTORY POLICIES (INDIVIDUAL
EVALUATION) 9 2
7.2.5 SELECTION O F ELITE MULTI-ECHELON INVENTORY POLICIES (ARCHIVE
GENERATION) 9 7
7.2.6 M A T I N G O F ELITE MULTI-ECHELON INVENTORY POLICIES (MATING
POOL
GENERATION) 9 9
7.2.7 GENERATION O F N E W MULTI-ECHELON INVENTORY POLICIES (POPULATION
GENERATION) 101
7.3 INTERMEDIATE CONCLUSIONS 103
8 IMPLEMENTATION O F THE INTEGRATED A P P R O A C H TO R O B U S T
MULTI-ECHELON
INVENTORY POLICIES FOR DISTRIBUTION N E T W O R K S 1 0 5
8.1 IMPLEMENTATION ARCHITECTURE O F THE INTEGRATED APPROACH 105
I X
IMAGE 4
C O N T E N T S
8.2 IMPLEMENTATION MODULES O F THE INTEGRATED APPROACH 107
8.2.1 ANALYTICAL OPTIMIZATION O F MULTI-ECHELON INVENTORY POLICIES F O R
DISTRIBUTION NETWORKS 107
8.2.2 SIMULATION MODULE O F MULTI-ECHELON INVENTORY POLICIES FOR
DISTRIBUTION NETWORKS 111
8.2.3 METAHEURISTIC-BASED OPTIMIZER O F MULTI-ECHELON INVENTORY POLICIES
FOR DISTRIBUTION NETWORKS 114
9 C A S E STUDY 117
9.1 C A S E DESCRIPTION 117
9.2 APPLICATION O F THE INTEGRATED APPROACH 120
9.2.1 ANALYTICAL PRE-OPTIMIZATION 120
9.2.2 SIMULATION-BASED EVALUATION 122
9.2.3 METAHEURISTIC OPTIMIZATION 126
9.3 BENCHMARK ANALYSIS 130
10 CONCLUSIONS AND O U T L O O K 133
10.1 CONCLUSIONS 133
10.2 OUTLOOK 134
BIBLIOGRAPH} 137
A P P E N D I X A : MATHCMATICAL CALCULATION IN ANALYTICAL OPTIMIZATION
O F MULTIECHELON INVENTORY POLICIES 151
A - L : STANDARD NORMAL LOSS FUNCTIONS 151
A-2: PROBABILITY O F O R D E R N U M B E R P E R T I M E UNIT 152
A-3: AVERAGE N U M B E R O F BACKORDERS 153
APPENDIX B : S B X C R O S S O V E R & POLVNOMIAL MUTATION OPERATORS IN
METAHEURISTICBASED OPTIMIZER O F MULTI-ECHELON INVENTORY POLICIES 155
B - L : S B X CROSSOVER 155
B-2: POLYNOMIAL MUTATION 156
A P P E N D I X C : J A V A CLASSES O F P R O G R A M M I N G
IMPLEMENTATION O F THE INTEGRATED
A P P R O A C H TO MULTI-ECHELON INVENTORY POLICIES 157
C - L : ANALYTICAL OPTIMIZATION O F MULTI-ECHELON INVENTORY POLICIES 157
C-2: SIMULATION M O D U L E O F MULTI-ECHELON INVENTORY POLICIES 161
C-3: METAHEURISTIC-BASED OPTIMIZER O F MULTI-ECHELON INVENTORY POLICIES
168
X
|
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| indexdate | 2024-07-10T00:27:14Z |
| institution | BVB |
| isbn | 9783869750705 |
| language | German |
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| physical | XV, 171 S. graph. Darst. 24 cm, 325 g |
| publishDate | 2012 |
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| spelling | Li, Cong Verfasser (DE-588)1024957462 aut An integrated approach to robust multi-echelon inventory policies for distribution networks Cong Li Dortmund Verl. Praxiswissen 2012 XV, 171 S. graph. Darst. 24 cm, 325 g txt rdacontent n rdamedia nc rdacarrier Unternehmenslogistik Zugl.: Dortmund, Techn. Univ., Diss., 2012 Bestandsmanagement (DE-588)4423366-8 gnd rswk-swf Distributionslogistik (DE-588)4150252-8 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Distributionslogistik (DE-588)4150252-8 s Bestandsmanagement (DE-588)4423366-8 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025436790&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Li, Cong An integrated approach to robust multi-echelon inventory policies for distribution networks Bestandsmanagement (DE-588)4423366-8 gnd Distributionslogistik (DE-588)4150252-8 gnd |
| subject_GND | (DE-588)4423366-8 (DE-588)4150252-8 (DE-588)4113937-9 |
| title | An integrated approach to robust multi-echelon inventory policies for distribution networks |
| title_auth | An integrated approach to robust multi-echelon inventory policies for distribution networks |
| title_exact_search | An integrated approach to robust multi-echelon inventory policies for distribution networks |
| title_full | An integrated approach to robust multi-echelon inventory policies for distribution networks Cong Li |
| title_fullStr | An integrated approach to robust multi-echelon inventory policies for distribution networks Cong Li |
| title_full_unstemmed | An integrated approach to robust multi-echelon inventory policies for distribution networks Cong Li |
| title_short | An integrated approach to robust multi-echelon inventory policies for distribution networks |
| title_sort | an integrated approach to robust multi echelon inventory policies for distribution networks |
| topic | Bestandsmanagement (DE-588)4423366-8 gnd Distributionslogistik (DE-588)4150252-8 gnd |
| topic_facet | Bestandsmanagement Distributionslogistik Hochschulschrift |
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