Solving Large Scale Crew Scheduling Problems by Using Iterative Partitioning PDF Download

Author: E.J.W. Abbink
Publisher:
ISBN:
Category :
Languages : en
Pages : 15

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Author: Silke Jütte
Publisher: Springer
ISBN: 3658243600
Category : Business & Economics
Languages : en
Pages : 141

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During the last decades, freight transportation experienced a worldwide boom. At the same time, competition increased considerably, such that efficient cost structures are indispensable for any market player. One of the main challenges a transportation company faces is the efficient employment of its personnel in operations, commonly referred to as crew scheduling. In this book the author presents solution approaches to large-scale crew scheduling. Firstly, the implementation of state-of-the-art operations research methods for a setting at a major European freight railway carrier is presented. Secondly, the author discusses acceleration techniques that make the developed algorithms applicable even in short-term contexts. While the analysis is based on European freight railway settings, the gained insights also apply to other (crew) scheduling contexts. Potential readership includes scholars and graduate students who are interested in the fields of crew scheduling and column generation as well as practitioners from transportation companies looking for new planning approaches.

Author: Marc Albers
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832522344
Category : Business & Economics
Languages : en
Pages : 213

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"In this book the author presents foundations of software-based optimization approaches for crew scheduling problems of European freight railways. The focus is put on operations research methods that are used to solve mathematical crew scheduling models."--back cover.

Author: Bernard Fortz
Publisher: Springer Nature
ISBN: 3030185001
Category : Business & Economics
Languages : en
Pages : 585

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This book gathers a selection of peer-reviewed papers presented at the International Conference on Operations Research (OR 2018), which was held at the Free University of Brussels, Belgium on September 12 - 14, 2018, and was jointly organized by the German Operations Research Society (GOR) and the Belgian Operational Research Society (ORBEL). 575 scientists, practitioners and students from mathematics, computer science, business/economics and related fields attended the conference and presented more than 400 papers in parallel topic streams, as well as special award sessions. The respective papers discuss classical mathematical optimization, statistics and simulation techniques. These are complemented by computer science methods, and by tools for processing data, designing and implementing information systems. The book also examines recent advances in information technology, which allow big data volumes to be processed and enable real-time predictive and prescriptive business analytics to drive decisions and actions. Lastly, it includes problems modeled and treated while taking into account uncertainty, risk management, behavioral issues, etc.

Author: Eduardo Lalla-Ruiz
Publisher: Springer Nature
ISBN: 3030597474
Category : Computers
Languages : en
Pages : 780

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This book constitutes the proceedings of the 11th International Conference on Computational Logistics, ICCL 2020, held in Enschede, The Netherlands, in September 2020. The 49 papers included in this book were carefully reviewed and selected from 73 submissions. They were organized in topical sections named: maritime and port logistics; vehicle routing and scheduling; freight distribution and city logistics; network design and scheduling; and selected topics in logistics. Due to the Corona pandemic ICCL 2020 was held as a virtual event.

Author: Mirosław Siergiejczyk
Publisher: Springer Nature
ISBN: 3030276872
Category : Technology & Engineering
Languages : en
Pages : 494

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The book is dedicated as an auxiliary literature for academic staff of universities, research institutes, as well as for students of transport teaching. The aim of the conference was to present the achievements of national and foreign research and scientific centers dealing with the issues of rail, road, air and sea transport in technical and technological aspects, as well as organization and integration of the environment conducting research and education in the discipline of civil engineering and transport. International Scientific Conference Transport of the 21st Century was held in Ryn, Poland, in the 9th–12th of June 2019. The research areas of the conference were as follows: • transport infrastructure and communication engineering, • construction and operation of means of transport, • logistics engineering and transport technology, • organization and planning of transport, including public transport, • traffic control systems in transport, • transport telematics and intelligent transportation systems, • smart city and electromobility, • safety engineering and ecology in transport, • automation of means of transport. It also used by specialists from central and local government authorities in the area of deepening knowledge of modern technologies and solutions used for planning, managing and operating transport.

Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Author: Emilio S. Corchado Rodriguez
Publisher: Springer
ISBN: 3642289312
Category : Computers
Languages : en
Pages : 636

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The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations.

Author: Chaoran Wang
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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In the realm of operations research, the optimization of large-scale scheduling problems presents a formidable challenge, characterized by their inherent complexity and practical significance in diverse industrial applications. This work introduces a novel suite of algorithmic solutions, primarily centered around the newly developed Evolutionary Path Partition (EPP) method with proven convergence guarantees, to address the multifaceted nature of these problems. The research commences with a thorough exploration of the theoretical underpinnings and practical implications of scheduling problems, emphasizing their classification as NP-hard and scrutinizing existing methodologies. We then delve into the non-preemptive unrelated parallel machine scheduling problems with unique constraints such as hard Q-times and sequence-dependent setup times (UPMSP-QSE) and introduce heuristic algorithms within the Nested Partitions framework to effectively address UPMSP-QSE. The EPP method, along with its hybrid variant that incorporates a partheno-genetic algorithm, is rigorously tested through empirical analysis, revealing its superior capability in managing complex scheduling scenarios. Moreover, this work extends beyond traditional models by tackling scheduling problems in contexts of human-machine interaction, proposing a two-stage algorithm to optimize job dispatching and sequencing for environments where a single worker oversees multiple machines. The comprehensive evaluation through computational experiments underscores the robustness and effectiveness of the proposed methods.

Author: Assil Al- Ibrahim
Publisher: Rozenberg Publishers
ISBN: 9036101743
Category :
Languages : en
Pages : 253

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