Recent Advances in Computational Optimization, Stefka Fidanova

Автор: Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 3319401319 ISBN-13(EAN): 9783319401317
Издательство: Springer
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Цена: 139310.00 T
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Описание: This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2015. It presents recent advances in computational optimization. The volume includes important real life problems like parameter settings for controlling processes in bioreactor, control of ethanol production, minimal convex hill with application in routing algorithms, graph coloring, flow design in photonic data transport system, predicting indoor temperature, crisis control center monitoring, fuel consumption of helicopters, portfolio selection, GPS surveying and so on. It shows how to develop algorithms for them based on new metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics, medicine and other domains can be formulated as optimization problems.

Автор: Bechikh
Название: Recent Advances in Evolutionary Multi-objective Optimization
ISBN: 3319429779 ISBN-13(EAN): 9783319429779
Издательство: Springer
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Цена: 111790.00 T
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Описание: This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas conveyed herein are accessible to the widest audience. The book begins with a summary of the basic concepts in multi-objective optimization. This is followed by brief discussions on various algorithms that have been proposed over the years for solving such problems, ranging from classical (mathematical) approaches to sophisticated evolutionary ones that are capable of seamlessly tackling practical challenges such as non-convexity, multi-modality, the presence of multiple constraints, etc. Thereafter, some of the key emerging aspects that are likely to shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, handling high dimensionality under many objectives, and evolutionary multitasking. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.

Автор: Yoel Tenne; Chi-Keong Goh
Название: Computational Intelligence in Optimization
ISBN: 3642127746 ISBN-13(EAN): 9783642127748
Издательство: Springer
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Цена: 204040.00 T
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Описание: This collection of recent studies spans a range of computational intelligence applications, emphasizing their application to challenging real-world problems. Covers Intelligent agent-based algorithms, Hybrid intelligent systems, Machine learning and more.

Автор: Yoel Tenne; Chi-Keong Goh
Название: Computational Intelligence in Optimization
ISBN: 3642263615 ISBN-13(EAN): 9783642263613
Издательство: Springer
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Цена: 204040.00 T
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Описание: This collection of recent studies spans a range of computational intelligence applications, emphasizing their application to challenging real-world problems. Covers Intelligent agent-based algorithms, Hybrid intelligent systems, Machine learning and more.

Автор: Yoel Tenne; Chi-Keong Goh
Название: Computational Intelligence in Expensive Optimization Problems
ISBN: 3642107001 ISBN-13(EAN): 9783642107009
Издательство: Springer
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Цена: 287330.00 T
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Описание: A combination of theoretical treatment and real-world insight introduce the field of computational intelligence in this valuable reference. Topics include neural networks, frameworks for optimization, parallelization of algorithms, and more.

Автор: Stefka Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 331912630X ISBN-13(EAN): 9783319126302
Издательство: Springer
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Цена: 104480.00 T
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Описание: Many real world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks.This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2013.

Автор: Stefka Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 3319211323 ISBN-13(EAN): 9783319211329
Издательство: Springer
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Цена: 130610.00 T
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Описание: This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2014, held at Warsaw, Poland, September 7-10, 2014.

Автор: Stefka Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 3319598600 ISBN-13(EAN): 9783319598604
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book presents new optimization approaches and methods and their application in real-world and industrial problems, and demonstrates how many of the problems arising in engineering, economics and other domains can be formulated as optimization problems. Constituting a comprehensive collection of extended contributions from the 9th International Workshop on Computational Optimization (WCO) held in Gdansk, Poland, September 11–14, 2016, the book discusses important applications such as job scheduling, wildfire modeling, parameter settings for controlling different processes, capital budgeting, data mining, finding the location of sensors in a given network, identifying the conformation of molecules, algorithm correctness, decision support system, and computer memory management. Further, it shows how to develop algorithms for these based on new intelligent methods like evolutionary computations, ant colony optimization and constraint programming.The book is a valuable resource for researchers and practitioners alike.

Автор: Stefka Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 3319033077 ISBN-13(EAN): 9783319033075
Издательство: Springer
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Цена: 104480.00 T
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Описание: This book presents recent advances in computational optimization. It includes such real world problems as parameter settings for controlling processes in a bioreactor, robot skin wiring, strip packing, project scheduling, and PID controller tuning.

Автор: Stefka Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 3319385887 ISBN-13(EAN): 9783319385884
Издательство: Springer
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Цена: 87060.00 T
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Описание: Many real world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks.This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2013.

Автор: Stefka Fidanova
Название: Recent Advances in Computational Optimization
ISBN: 3319374087 ISBN-13(EAN): 9783319374086
Издательство: Springer
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Цена: 95770.00 T
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Описание: This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2014, held at Warsaw, Poland, September 7-10, 2014.

Автор: David L. Woodruff
Название: Advances in Computational and Stochastic Optimization, Logic Programming, and Heuristic Search
ISBN: 1441950230 ISBN-13(EAN): 9781441950239
Издательство: Springer
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Цена: 194730.00 T
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Описание: Computer Science and Operations Research continue to have a synergistic relationship and this book - as a part of the Operations Research and Computer Science Interface Series - sits squarely in the center of the confluence of these two technical research communities.