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Recent advances in computational optimization : results of the workshop on computational optimization WCO 2020
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ISBN: 3030823970 3030823962 Year: 2022 Publisher: Cham, Switzerland : Springer,

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This book presents recent advances in computational optimization. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real-world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2020. The book includes important real problems like modeling of physical processes, workforce planning, parameter settings for controlling different processes, transportation problems, wireless sensor networks, machine scheduling, air pollution modeling, solving multiple integrals and systems of differential equations which describe real processes, solving engineering problems. It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics and other domains can be formulated as optimization problems.


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Decomposition Methods for Combinatorial Optimization
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ISBN: 9179296246 Year: 2021 Publisher: Linkopings Universitet

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This thesis by Uledi Ngulo explores decomposition methods in the field of combinatorial optimization, a branch of mathematics that deals with optimizing complex problems often found in science and technology. The work focuses on decomposing these problems into simpler subproblems to improve solution methods. Key concepts include the development of a Lagrangian principle for discrete and non-convex optimization problems, analysis of duality gaps in set covering problems, and a study of bi-objective covering problems related to real-world applications like camera surveillance systems. The research aims to enhance the understanding and application of decomposition principles in optimization tasks. It is intended for an academic audience, particularly those interested in mathematical optimization techniques.


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Combinatorial optimization : 7th International Symposium, ISCO 2022, virtual event, May 18-20, 2022, revised selected papers
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ISBN: 3031185307 3031185293 Year: 2022 Publisher: Cham, Switzerland : Springer,

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On some combinatorial optimization problems : algorithms and complexity
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ISBN: 9175190729 Year: 2015 Publisher: Linköping, Sweden : Linköping University Institute Technology,

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Optimization methods for logical inference
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ISBN: 0471570354 9780471570356 Year: 1999 Publisher: New York, NY : John Wiley,

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Genetic algorithms and genetic programming : modern concepts and practical applications
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ISBN: 0429141971 1420011324 Year: 2009 Publisher: Boca Raton : Chapman & Hall/CRC,

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Describes several generic algorithmic concepts that can be used in various kinds of GA or with evolutionary optimization techniques. This title provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts.


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Metaheuristic optimization in power engineering
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ISBN: 1523117184 1785615475 Year: 2018 Publisher: Stevenage, United Kingdom : The Institution of Engineering and Technology,

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A first course in combinatorial optimization
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ISBN: 0521811511 0521010128 0511187831 9780511187834 9780521811514 9780521010122 9780511648151 0511648154 9780511616655 0511616651 1107144256 0511561555 0511186908 Year: 2004 Publisher: Cambridge, UK New York Cambridge University Press

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A First Course in Combinatorial Optimization is a 2004 text for a one-semester introductory graduate-level course for students of operations research, mathematics, and computer science. It is a self-contained treatment of the subject, requiring only some mathematical maturity. Topics include: linear and integer programming, polytopes, matroids and matroid optimization, shortest paths, and network flows. Central to the exposition is the polyhedral viewpoint, which is the key principle underlying the successful integer-programming approach to combinatorial-optimization problems. Another key unifying topic is matroids. The author does not dwell on data structures and implementation details, preferring to focus on the key mathematical ideas that lead to useful models and algorithms. Problems and exercises are included throughout as well as references for further study.


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Multi-objective combinatorial optimization problems and solution methods
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ISBN: 0128237996 0128238003 9780128238004 9780128237991 Year: 2022 Publisher: London, UK : Elsevier,

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"Multi-Objective Combinatorial Optimization Problems and Solution Methods discusses the results of a recent multi-objective combinatorial optimization achievement that considered metaheuristic, mathematical programming, heuristic, hyper heuristic and hybrid approaches. In other words, the book presents various multi-objective combinatorial optimization issues that may benefit from different methods in theory and practice. Combinatorial optimization problems appear in a wide range of applications in operations research, engineering, biological sciences and computer science, hence many optimization approaches have been developed that link the discrete universe to the continuous universe through geometric, analytic and algebraic techniques. This book covers this important topic as computational optimization has become increasingly popular as design optimization and its applications in engineering and industry have become ever more important due to more stringent design requirements in modern engineering practice."--


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Integer programming and combinatorial optimization : 23rd international conference, IPCO 2022, Eindhoven, The Netherlands, June 27-29, 2022, proceedings
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ISBN: 3031069005 3031069013 Year: 2022 Publisher: Cham, Switzerland : Springer,

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