Multi-Objective Combinatorial Optimization Problems and Solution Methods - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multi-Objective Combinatorial Optimization Problems and Solution Methods write by Mehdi Toloo. This book was released on 2022-02-09. Multi-Objective Combinatorial Optimization Problems and Solution Methods available in PDF, EPUB and Kindle. 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. Presents a collection of the most up-to-date research, providing a complete overview of multi-objective combinatorial optimization problems and applications Introduces new approaches to handle different engineering and science problems, providing the field with a collection of related research not already covered in the primary literature Demonstrates the efficiency and power of the various algorithms, problems and solutions, including numerous examples that illustrate concepts and algorithms
Dynamic Programming Multi-Objective Combinatorial Optimization
Dynamic Programming Multi-Objective Combinatorial Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Dynamic Programming Multi-Objective Combinatorial Optimization write by Michal Mankowski. This book was released on 2021-02-08. Dynamic Programming Multi-Objective Combinatorial Optimization available in PDF, EPUB and Kindle. This book introduces a fairly universal approach to the design and analysis of exact optimization algorithms for multi-objective combinatorial optimization problems. It proposes the circuits without repetitions representing the sets of feasible solutions along with the increasing and strictly increasing cost functions as a model for such problems. The book designs the algorithms for multi-stage and bi-criteria optimization and for counting the solutions in the framework of this model. As applications, this book studies eleven known combinatorial optimization problems: matrix chain multiplication, global sequence alignment, optimal paths in directed graphs, binary search trees, convex polygon triangulation, line breaking (text justification), one-dimensional clustering, optimal bitonic tour, segmented least squares, optimization of matchings in trees, and 0/1 knapsack problem. The results presented are useful for researchers in combinatorial optimization. This book is also useful as the basis for graduate courses.
Solution Methods for Multi-objective Robust Combinatorial Optimization
Solution Methods for Multi-objective Robust Combinatorial Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Solution Methods for Multi-objective Robust Combinatorial Optimization write by Lisa Thom. This book was released on 2018. Solution Methods for Multi-objective Robust Combinatorial Optimization available in PDF, EPUB and Kindle. This thesis addresses combinatorial optimization problems with several objectives containing uncertain parameters. A variety of robustness concepts for multi-objective optimization problems have been developed during the last years. This thesis provides methods to find so-called robust efficient solutions with respect to several of these concepts, assuming the uncertain parameters to be given via common uncertainty sets. Several solution approaches are presented, including extensions and combinations of algorithms from both robust and multi-objective optimization, using properties of partic...
Recent Advances and Historical Development of Vector Optimization
Recent Advances and Historical Development of Vector Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Recent Advances and Historical Development of Vector Optimization write by Johannes Jahn. This book was released on 2012-12-06. Recent Advances and Historical Development of Vector Optimization available in PDF, EPUB and Kindle. In vector optimization one investigates optimization problems in an abstract setting which have a not necessarily real-valued objective function. This scientific discipline is closely related to multi-objective optimization and multi-criteria decision making. This book contains refereed contributions to the "International Conference on Vector Optimization" held at the Technical University of Darmstadt from August 4-7, 1986. This meeting was an interdisciplinary forum devoted to new results in the theory, to applications as well as to the solution of vector optimization problems which are relevant in practice. Because of the great variety of topics covered by the contributions, the 25 articles of this volume are organized in different sections: Historical retrospect, mathematical theory, goal setting and decision making, engineering applications, and related topics. The papers of the invited State-of-the-Art Tutorials given by Professors J.M. Borwein, H. Eschenauer, W. Stadler and P.L. Yu are also included.
Multi-objective Combinatorial Optimization Problems in Transportation and Defense Systems
Multi-objective Combinatorial Optimization Problems in Transportation and Defense Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multi-objective Combinatorial Optimization Problems in Transportation and Defense Systems write by Hadi Farhangi. This book was released on 2017. Multi-objective Combinatorial Optimization Problems in Transportation and Defense Systems available in PDF, EPUB and Kindle. "Multi-objective Optimization problems arise in many applications; hence, solving them efficiently is important for decision makers. A common procedure to solve such problems is to generate the exact set of Pareto efficient solutions. However, if the problem is combinatorial, generating the exact set of Pareto efficient solutions can be challenging. This dissertation is dedicated to Multi-objective Combinatorial Optimization problems and their applications in system of systems architecting and railroad track inspection scheduling. In particular, multi-objective system of systems architecting problems with system flexibility and performance improvement funds have been investigated. Efficient solution methods are proposed and evaluated for not only the system of systems architecting problems, but also a generic multi-objective set covering problem. Additionally, a bi-objective track inspection scheduling problem is introduced for an automated ultrasonic inspection vehicle. Exact and approximation methods are discussed for this bi-objective track inspection scheduling problem"--Abstract, page iii.
