Meta Heuristics For Vehicle Routing And Inventory Routing Problems
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Meta Heuristics For Vehicle Routing And Inventory Routing Problems
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Author :
language : en
Publisher:
Release Date : 2016
Meta Heuristics For Vehicle Routing And Inventory Routing Problems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Metaheuristics For Vehicle Routing Problems
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Author : Nacima Labadie
language : en
Publisher: John Wiley & Sons
Release Date : 2016-02-23
Metaheuristics For Vehicle Routing Problems written by Nacima Labadie and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-23 with Computers categories.
This book is dedicated to metaheuristics as applied to vehicle routing problems. Several implementations are given as illustrative examples, along with applications to several typical vehicle routing problems. As a first step, a general presentation intends to make the reader more familiar with the related field of logistics and combinatorial optimization. This preamble is completed with a description of significant heuristic methods classically used to provide feasible solutions quickly, and local improvement moves widely used to search for enhanced solutions. The overview of these fundamentals allows appreciating the core of the work devoted to an analysis of metaheuristic methods for vehicle routing problems. Those methods are exposed according to their feature of working either on a sequence of single solutions, or on a set of solutions, or even by hybridizing metaheuristic approaches with others kind of methods.
The Evolution Of The Vehicle Routing Problem
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Author : Bruce Golden
language : en
Publisher: Springer Nature
Release Date : 2023-01-01
The Evolution Of The Vehicle Routing Problem written by Bruce Golden and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-01 with Mathematics categories.
This book presents state-of-the-art research and practice in optimization routing, specifically the vehicle routing problem (VRP). Since its introduction in the late 1950s, the VRP has been a very significant area of research and practice in operations research. Vehicles are used to make deliveries and for pick-ups every day and everywhere. Companies such as Amazon, UPS, FedEx, and DHL use route optimization to reduce mileage, fuel use, number of trucks on the road, and carbon dioxide emissions. The authors compile and analyze 135 survey and review articles on vehicle routing topics published between 2005 and 2022 in an effort to make key observations about publication and trend history, summarize the overall contributions in the field, and identify trends in VRP research and practice. The authors have compiled published research on models, algorithms, and applications for specific areas, including: alternative and multiple objectives; arc routing and general routing; drones, last-mile delivery, and urban distribution; dynamic and stochastic routing; green routing; inventory routing; loading constraints; location-routing; multiple depots; pickup and delivery and dial-a-ride problems; rich and multi-attribute routing; routing over time; shipping; two-echelon, collaborative, and inter-terminal problems; specific variants, benchmark datasets, and software; and exact algorithms and heuristics. In addition, the book discusses how vehicle routing problems are among the most widely studied problems in combinatorial optimization due to the mathematical complexity and practical significance.
The Vehicle Routing Problem Latest Advances And New Challenges
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Author : Bruce L. Golden
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-07-20
The Vehicle Routing Problem Latest Advances And New Challenges written by Bruce L. Golden and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-07-20 with Business & Economics categories.
In a unified and carefully developed presentation, this book systematically examines recent developments in VRP. The book focuses on a portfolio of significant technical advances that have evolved over the past few years for modeling and solving vehicle routing problems and VRP variations. Reflecting the most recent scholarship, this book is written by one of the top research scholars in Vehicle Routing and is one of the most important books in VRP to be published in recent times.
Meta Heuristics For The Vehicle Routing Problem
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Author : Juan Song
language : en
Publisher:
Release Date : 2005
Meta Heuristics For The Vehicle Routing Problem written by Juan Song and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
This dissertation involves the development and application of Meta-RaPS and its variation to the vehicle routing problem (VRP) and to the vehicle routing problem with time windows (VRPTW). It begins with the introduction and overview of these two problems and Meta-RaPS, focusing on the formulation of both problems. The latter part of the dissertation proposes one new construction method with several variants followed by an improvement method for VRPTW in Meta-RaPS. Finally the multi-objective characteristic of VRPTW is also discussed. The dissertation is divided into seven chapters, covering problems and heuristics background, formulation and the proposed heuristics. Chapter One gives a general introduction to the VRP and to the VRPTW, and also presents an overview of the current methods and technologies for both problems. Chapter Two explores the statements and formulations for both problems. Chapter Three gives the detailed introduction to MetaRaPS along with a description of the applications and advantages. Chapter Four lists the overview related to VRP, VRPTW, Meta-RaPS and related memory-based heuristic. Chapters Five and Six present the methodologies of the proposed algorithm for both problems. Specifically Chapter Five focuses on the algorithms for the VRP and Chapter Six emphasizes several modified algorithms for the VRPTW. The proposed algorithms are tested on a set of standard problems ( http://www.crpc.rice.edu/softlib/catalog/tsplib.html for VRP and http://elib.zib.de/pub/Packages/mp-testdata/vehicle - rout/index.html for VRPTW). Results, comparisons and discussions for both types of problems are also listed in both chapters.Chapter Seven gives the conclusions and directs the future work. The results show the advantages of the Meta-RaPS with the effective construction method and improvement method for both types of problems.
Metaheuristics To Solve Some Variants Of Vehicle Routing Problems
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Author : Jalel Euchi
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2012-07
Metaheuristics To Solve Some Variants Of Vehicle Routing Problems written by Jalel Euchi and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07 with categories.
Metaheuristics to solve some variants of vehicle routing problems. This book investigates an optimization problem concerning the distribution management in the supply chain. EUCHI address the Vehicle Routing Problems (VRP) with Heterogeneous Limited Fleet, through the development of resolution strategies with heuristic methods. Taking into account capacity constraints and the limited number of heterogeneous fleet of vehicles available, we studied three variants of vehicle routing problems: the Heterogeneous Fixed Fleet Vehicle Routing Problem (HFFVRP), the Vehicle Routing Problem with Private fleet and common Carrier (VRPPC) and the Dynamic Vehicle Routing Problem (DVRP). We have applied Tabu search algorithms, evolutionary algorithms and ant colony algorithm to provide effective solutions to these problems.
Meta Heuristics Optimization Algorithms In Engineering Business Economics And Finance
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Author : Vasant, Pandian M.
language : en
Publisher: IGI Global
Release Date : 2012-09-30
Meta Heuristics Optimization Algorithms In Engineering Business Economics And Finance written by Vasant, Pandian M. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-30 with Computers categories.
Optimization techniques have developed into a significant area concerning industrial, economics, business, and financial systems. With the development of engineering and financial systems, modern optimization has played an important role in service-centered operations and as such has attracted more attention to this field. Meta-heuristic hybrid optimization is a newly development mathematical framework based optimization technique. Designed by logicians, engineers, analysts, and many more, this technique aims to study the complexity of algorithms and problems. Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance explores the emerging study of meta-heuristics optimization algorithms and methods and their role in innovated real world practical applications. This book is a collection of research on the areas of meta-heuristics optimization algorithms in engineering, business, economics, and finance and aims to be a comprehensive reference for decision makers, managers, engineers, researchers, scientists, financiers, and economists as well as industrialists.
The Vehicle Routing Problem And Local Search Metaheuristics
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Author : Curt A. Hjorring
language : en
Publisher:
Release Date : 1995
The Vehicle Routing Problem And Local Search Metaheuristics written by Curt A. Hjorring and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Algorithms categories.
Composite Heuristics For A Class Of Vehicle Routing Problems
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Author : K. Ganesh
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2012-02
Composite Heuristics For A Class Of Vehicle Routing Problems written by K. Ganesh and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02 with Business logistics categories.
Vehicle Routing Problem (VRP) is an area which has been widely dealt with for the last four decades. Methodologies have been developed for many variants of the VRP. This work considers concurrent and sequential delivery and pick-up in VRPs, encountered in practice but rarely considered in theory. In addition, constraints on maximum route length and on time-windows have also been considered. Mathematical models incorporating such features have been developed. While the NP-hardness of these problems mandates the use of meta-heuristics, recognition of inherent characteristics of the problem led to the development of construction heuristics based on cluster analysis to obtain good feeder solutions that speed up the intensive search at the end. Genetic Algorithms (GA), an enhanced version of Simulated Annealing (ESA) and a hybrid of the two are the meta-heuristics proposed for optimization. The heuristics performed exceedingly well in the evaluations, recording better or equally good results in comparison to the existing methodologies.
Bio Inspired Algorithms For The Vehicle Routing Problem
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Author : Francisco Baptista Pereira
language : en
Publisher: Springer
Release Date : 2008-09-10
Bio Inspired Algorithms For The Vehicle Routing Problem written by Francisco Baptista Pereira and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-10 with Technology & Engineering categories.
The vehicle routing problem (VRP) is one of the most famous combinatorial optimization problems. In simple terms, the goal is to determine a set of routes with overall minimum cost that can satisfy several geographical scattered - mands. A ?eet of vehicles located in one or more depots is available to ful?ll the requests. A large number of variants exist, adding di?erent constraints to the original de?nition. Some examples are related to the number of depots, the ordering for visiting the customers or to time windows specifying a desirable period to arrive to a given location. The original version of this problem was proposed by Dantzig and Ramser in 1959 [1]. In their seminal paper, the authors address the calculation of a set of optimal routes for a ?eet of gasoline delivery trucks. Since then, the VRP has attractedtheattentionofalargenumberofresearchers.Aconsiderablepartofits success is a consequence of its practical interest, as it resembles many real-world problems faced everyday by distribution and transportation companies, just to mention a few applications areas. In this context, the development of e?cient optimization techniques is crucial. They are able to provide new and enhanced solutionstologisticoperations,andmaythereforeleadtoasubstantialreduction in costs for companies. Additionally, and from a research oriented perspective, the VRP is a challenging NP-hard problem providing excellent benchmarks to access the e?ciency of new global optimization algorithms.