Robust And Online Large Scale Optimization

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Robust And Online Large Scale Optimization

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Author : Ravindra K. Ahuja
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-10-26

Robust And Online Large Scale Optimization written by Ravindra K. Ahuja 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 2009-10-26 with Computers categories.

Scheduled transportation networks give rise to very complex and large-scale networkoptimization problems requiring innovative solution techniques and ideas from mathematical optimization and theoretical computer science. Examples of scheduled transportation include bus, ferry, airline, and railway networks, with the latter being a prime application domain that provides a fair amount of the most complex and largest instances of such optimization problems. Scheduled transport optimization deals with planning and scheduling problems over several time horizons, and substantial progress has been made for strategic planning and scheduling problems in all transportation domains. This state-of-the-art survey presents the outcome of an open call for contributions asking for either research papers or state-of-the-art survey articles. We received 24 submissions that underwent two rounds of the standard peer-review process, out of which 18 were finally accepted for publication. The volume is organized in four parts: Robustness and Recoverability, Robust Timetabling and Route Planning, Robust Planning Under Scarce Resources, and Online Planning: Delay and Disruption Management.

Robust And Online Large Scale Optimization

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Author : Ravindra K. Ahuja
language : en
Publisher: Springer
Release Date : 2009-10-21

Robust And Online Large Scale Optimization written by Ravindra K. Ahuja and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-21 with Computers categories.

Scheduled transportation networks give rise to very complex and large-scale networkoptimization problems requiring innovative solution techniques and ideas from mathematical optimization and theoretical computer science. Examples of scheduled transportation include bus, ferry, airline, and railway networks, with the latter being a prime application domain that provides a fair amount of the most complex and largest instances of such optimization problems. Scheduled transport optimization deals with planning and scheduling problems over several time horizons, and substantial progress has been made for strategic planning and scheduling problems in all transportation domains. This state-of-the-art survey presents the outcome of an open call for contributions asking for either research papers or state-of-the-art survey articles. We received 24 submissions that underwent two rounds of the standard peer-review process, out of which 18 were finally accepted for publication. The volume is organized in four parts: Robustness and Recoverability, Robust Timetabling and Route Planning, Robust Planning Under Scarce Resources, and Online Planning: Delay and Disruption Management.

Online Optimization Of Large Scale Systems

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Author : Martin Grötschel
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-14

Online Optimization Of Large Scale Systems written by Martin Grötschel 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 2013-03-14 with Mathematics categories.

In its thousands of years of history, mathematics has made an extraordinary ca reer. It started from rules for bookkeeping and computation of areas to become the language of science. Its potential for decision support was fully recognized in the twentieth century only, vitally aided by the evolution of computing and communi cation technology. Mathematical optimization, in particular, has developed into a powerful machinery to help planners. Whether costs are to be reduced, profits to be maximized, or scarce resources to be used wisely, optimization methods are available to guide decision making. Opti mization is particularly strong if precise models of real phenomena and data of high quality are at hand - often yielding reliable automated control and decision proce dures. But what, if the models are soft and not all data are around? Can mathematics help as well? This book addresses such issues, e. g. , problems of the following type: - An elevator cannot know all transportation requests in advance. In which order should it serve the passengers? - Wing profiles of aircrafts influence the fuel consumption. Is it possible to con tinuously adapt the shape of a wing during the flight under rapidly changing conditions? - Robots are designed to accomplish specific tasks as efficiently as possible. But what if a robot navigates in an unknown environment? - Energy demand changes quickly and is not easily predictable over time. Some types of power plants can only react slowly.

Power System Operation With Large Scale Stochastic Wind Power Integration

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Author : Tao Ding
language : en
Publisher: Springer
Release Date : 2016-09-17

Power System Operation With Large Scale Stochastic Wind Power Integration written by Tao Ding and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-17 with Technology & Engineering categories.

This book addresses the uncertainties of wind power modeled as interval numbers and assesses the physical modeling and methods for interval power flow, interval economic dispatch and interval robust economic dispatch. In particular, the optimization models are set up to address these topics and the state-of-the-art methods are employed to efficiently solve the proposed models. Several standard IEEE test systems as well as real-world large-scale Polish power systems have been tested to verify the effectiveness of the proposed models and methods. These methods can be further applied to other research fields that are involved with uncertainty.

Handbook Of Optimization In The Railway Industry

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Author : Ralf Borndörfer
language : en
Publisher: Springer
Release Date : 2018-03-01

Handbook Of Optimization In The Railway Industry written by Ralf Borndörfer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-01 with Business & Economics categories.

This book promotes the use of mathematical optimization and operations research methods in rail transportation. The editors assembled thirteen contributions from leading scholars to present a unified voice, standardize terminology, and assess the state-of-the-art. There are three main clusters of articles, corresponding to the classical stages of the planning process: strategic, tactical, and operational. These three clusters are further subdivided into five parts which correspond to the main phases of the railway network planning process: network assessment, capacity planning, timetabling, resource planning, and operational planning. Individual chapters cover: Simulation Capacity Assessment Network Design Train Routing Robust Timetabling Event Scheduling Track Allocation Blocking Shunting Rolling Stock Crew Scheduling Dispatching Delay Propagation

Innovative Location Optimization For Rescue And Emergency Medical Services Adapting To A Dynamic Environment

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Author : Dirk Degel
language : en
Publisher: Logos Verlag Berlin GmbH
Release Date : 2015-07-15

Innovative Location Optimization For Rescue And Emergency Medical Services Adapting To A Dynamic Environment written by Dirk Degel and has been published by Logos Verlag Berlin GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-15 with Business & Economics categories.

Die effiziente und nachhaltige Ausgestaltung der rettungsdienstlichen Infrastruktur zur Sicherstellung einer hohen kommunalen Versorgungsqualität stellt eine komplexe Planungsaufgabe dar. Insbesondere Fragestellungen der Standortplanung für Rettungswachen und Rettungsmittel (z.B. RTWs) sind in einem dynamischen und durch Unsicherheit geprägten Umfeld für die rechtzeitige Versorgung in Notfallsituationen von entscheidender Bedeutung. In dieser Arbeit werden innovative Optimierungsmodelle vorgestellt, die einerseits optimale Standortentscheidung für Rettungsmittel auf einer taktischen Ebene unter Berücksichtigung dynamischer Umwelteinflüsse und unsicherer Nachfrage bestimmen. Andererseits wird die strategische Systemanpassung und Weiterentwicklung einer rettungsdienstlichen Infrastruktur unter Berücksichtigung unsicherer zukünftiger Entwicklungen bestimmt. Hierzu wird auf Methoden des Operations Research und insbesondere der robusten Optimierung zurückgegriffen. Die vorgestellten Modelle erlauben die Analyse komplexer Entscheidungssituationen sowie die Bestimmung optimaler Handlungsalternativen. Hierdurch wird eine effektive Entscheidungsunterstützung zur Planung der kommunalen Notfallversorgung gegeben.

Algorithms Esa 2010

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Author : Mark de Berg
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-08-30

Algorithms Esa 2010 written by Mark de Berg 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 2010-08-30 with Computers categories.

This book constitutes the proceedings of the 18th Annual European Symposium on Algorithms, held in Liverpool, UK in September 2010.

Nature Inspired Methods For Stochastic Robust And Dynamic Optimization

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Author : Javier Del Ser Lorente
language : en
Publisher: BoD – Books on Demand
Release Date : 2018-07-18

Nature Inspired Methods For Stochastic Robust And Dynamic Optimization written by Javier Del Ser Lorente and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-18 with Mathematics categories.

Nature-inspired algorithms have a great popularity in the current scientific community, being the focused scope of many research contributions in the literature year by year. The rationale behind the acquired momentum by this broad family of methods lies on their outstanding performance evinced in hundreds of research fields and problem instances. This book gravitates on the development of nature-inspired methods and their application to stochastic, dynamic and robust optimization. Topics covered by this book include the design and development of evolutionary algorithms, bio-inspired metaheuristics, or memetic methods, with empirical, innovative findings when used in different subfields of mathematical optimization, such as stochastic, dynamic, multimodal and robust optimization, as well as noisy optimization and dynamic and constraint satisfaction problems.

Experimental Algorithms

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Author : Paola Festa
language : en
Publisher: Springer
Release Date : 2010-04-28

Experimental Algorithms written by Paola Festa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-28 with Computers categories.

Annotation. This volume constitutes the refereed proceedings of the 9th International Symposium on Experimental Algorithms, SEA 2010, held on Ischia Island, Naples, Italy, in May 2010. The 40 revised full papers presented together with two invited papers were carefully reviewed and selected from 73 submissions. The topics covered include algorithm engineering, algorithmic libraries, algorithmic mechanism design, analysis of algorithms, algorithms for memory hierarchies, approximation techniques, bioinformatics, branch and bound algorithms, combinatorial and irregular problems, combinatorial structures and graphs, communication networks, complex networks, computational geometry, computational learning theory, computational optimization, computer systems, cryptography and security, data streams, data structures, distributed and parallel algorithms, evaluation of algorithms for realistic environments, experimental techniques and statistics, graph drawing, heuristics for combinatorial optimization.

Modern Traffic Engineering In The System Approach To The Development Of Traffic Networks

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Author : Elżbieta Macioszek
language : en
Publisher: Springer Nature
Release Date : 2019-10-31

Modern Traffic Engineering In The System Approach To The Development Of Traffic Networks written by Elżbieta Macioszek and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-31 with Technology & Engineering categories.

This book presents a number of guidelines that are particularly useful in the context of decisions related to system-approach-based modern traffic engineering for the development of transport networks. Including practical examples and describing decision-making support systems it provides valuable insights for those seeking solutions to contemporary transport system problems on a daily basis, such as professional working for local authorities involved in planning urban and regional traffic development strategies as well as representatives of business and industry directly involved in implementing traffic engineering solutions. The guidelines provided enable readers to address problems in a timely manner and simplify the choice of appropriate strategies (including those connected with the relation between pedestrians and vehicle traffic flows, IT development in freight transport, safety issues related to accidents in road tunnels, but also open areas, like roundabouts and crossings). Furthermore, since the book also examines new theoretical-model approaches (including the model of arrival time distribution forming in a dense vehicle flow, the methodological basis of modelling and optimization of transport processes in the interaction of railways and maritime transport, traffic flow surveys and measurements, transport behaviour patterns, human factors in traffic engineering, and road condition modelling), it also appeals to researches and scientists studying these problems. This book features selected papers submitted to and presented at the 16th Scientific and Technical Conference Transport Systems Theory and Practice organized by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held on 16–18 September 2019 in Katowice (Poland), more details at www.TSTP.polsl.pl.