Combinatorial Optimization Problems In Planning And Decision Making

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Combinatorial Optimization Problems in Planning and Decision Making

Michael Z. Zgurovsky,Alexander A. Pavlov
Combinatorial Optimization Problems in Planning and Decision Making Book PDF

Author : Michael Z. Zgurovsky,Alexander A. Pavlov
Publisher : Springer
Page : 518 pages
File Size : 53,5 Mb
Release : 2018-09-24
Category : Technology & Engineering
ISBN : 9783319989778

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Combinatorial Optimization Problems in Planning and Decision Making by Michael Z. Zgurovsky,Alexander A. Pavlov Pdf

The book focuses on the next fields of computer science: combinatorial optimization, scheduling theory, decision theory, and computer-aided production management systems. It also offers a quick introduction into the theory of PSC-algorithms, which are a new class of efficient methods for intractable problems of combinatorial optimization. A PSC-algorithm is an algorithm which includes: sufficient conditions of a feasible solution optimality for which their checking can be implemented only at the stage of a feasible solution construction, and this construction is carried out by a polynomial algorithm (the first polynomial component of the PSC-algorithm); an approximation algorithm with polynomial complexity (the second polynomial component of the PSC-algorithm); also, for NP-hard combinatorial optimization problems, an exact subalgorithm if sufficient conditions were found, fulfilment of which during the algorithm execution turns it into a polynomial complexity algorithm. Practitioners and software developers will find the book useful for implementing advanced methods of production organization in the fields of planning (including operative planning) and decision making. Scientists, graduate and master students, or system engineers who are interested in problems of combinatorial optimization, decision making with poorly formalized overall goals, or a multiple regression construction will benefit from this book.

Industrial Applications of Combinatorial Optimization

Gang Yu
Industrial Applications of Combinatorial Optimization Book PDF

Author : Gang Yu
Publisher : Springer Science & Business Media
Page : 366 pages
File Size : 49,8 Mb
Release : 2013-03-14
Category : Business & Economics
ISBN : 9781475728767

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Industrial Applications of Combinatorial Optimization by Gang Yu Pdf

Industries rely more and more on advanced technology. Accelerated computer evolution makes large-scale computation practical. Many enterprises are be ginning to benefit from more efficient allocation of resources and more effective planning, scheduling, manufacturing, and distribution by adopting state-of-the art decision support systems. Academics increasingly emphasize application driven research. All these forces have moved optimization from a pure class room and textbook terminology to an accepted tool in today's business world. This book chronicles and describes applications of combinatorial optimization in industry. A wide range of applications is included: manpower planning • production planning • job sequencing and scheduling • manufacturing layout design • facility planning • vehicle scheduling and routing • retail seasonal planning • I! space shuttle scheduling, and telecommunication network design . • The applications covered in this book comprise a representative set of industry sectors including electronics, airlines, manufacturing, tobacco, retail, telecom munication, defense, and livestock. These examples should encourage opera tions researchers and applied mathematicians by pointing out how the impor tance and practicality of optimization is starting to be realized by the manage ment of various organizations and how some pioneering developments in this field are beginning to bear fruit.

Multi-Objective Combinatorial Optimization Problems and Solution Methods

Mehdi Toloo,Siamak Talatahari,Iman Rahimi
Multi Objective Combinatorial Optimization Problems and Solution Methods Book PDF

Author : Mehdi Toloo,Siamak Talatahari,Iman Rahimi
Publisher : Academic Press
Page : 316 pages
File Size : 40,7 Mb
Release : 2022-02-09
Category : Science
ISBN : 9780128238004

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Multi-Objective Combinatorial Optimization Problems and Solution Methods by Mehdi Toloo,Siamak Talatahari,Iman Rahimi Pdf

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

Composite Systems Decisions

Mark Sh. Levin
Composite Systems Decisions Book PDF

Author : Mark Sh. Levin
Publisher : Springer Science & Business Media
Page : 258 pages
File Size : 45,5 Mb
Release : 2007-05-30
Category : Technology & Engineering
ISBN : 9781846280801

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Composite Systems Decisions by Mark Sh. Levin Pdf

Composite decisions are decisions consisting of interconnected parts (subdecisions) and they correspond to a composite (composable, modular, decomposable) system. The material will be of interest to scientists (e.g., mathematicians, computer scientists, economists, social engineers,etc.). The book can be used as a text for courses (for example: systems engineering, system design, life cycle engineering, engineering design, combinatorial synthesis) at the level of undergraduate (a compressed version), graduate/PhD levels and for continuing education.

Optimization for Decision Making II

Víctor Yepes,José M. Moreno-Jiménez
Optimization for Decision Making II Book PDF

Author : Víctor Yepes,José M. Moreno-Jiménez
Publisher : MDPI
Page : 300 pages
File Size : 53,5 Mb
Release : 2020-11-25
Category : Technology & Engineering
ISBN : 9783039436071

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Optimization for Decision Making II by Víctor Yepes,José M. Moreno-Jiménez Pdf

In the current context of the electronic governance of society, both administrations and citizens are demanding the greater participation of all the actors involved in the decision-making process relative to the governance of society. This book presents collective works published in the recent Special Issue (SI) entitled “Optimization for Decision Making II”. These works give an appropriate response to the new challenges raised, the decision-making process can be done by applying different methods and tools, as well as using different objectives. In real-life problems, the formulation of decision-making problems and the application of optimization techniques to support decisions are particularly complex and a wide range of optimization techniques and methodologies are used to minimize risks, improve quality in making decisions or, in general, to solve problems. In addition, a sensitivity or robustness analysis should be done to validate/analyze the influence of uncertainty regarding decision-making. This book brings together a collection of inter-/multi-disciplinary works applied to the optimization of decision making in a coherent manner.

Combinatorial Optimization Under Uncertainty

Ritu Arora,Shalini Arora,Anand J Kulkarni,Patrick Siarry
Combinatorial Optimization Under Uncertainty Book PDF

Author : Ritu Arora,Shalini Arora,Anand J Kulkarni,Patrick Siarry
Publisher : CRC Press
Page : 184 pages
File Size : 54,5 Mb
Release : 2023-05-12
Category : Business & Economics
ISBN : 9781000859850

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Combinatorial Optimization Under Uncertainty by Ritu Arora,Shalini Arora,Anand J Kulkarni,Patrick Siarry Pdf

This book discusses the basic ideas, underlying principles, mathematical formulations, analysis and applications of the different combinatorial problems under uncertainty and attempts to provide solutions for the same. Uncertainty influences the behaviour of the market to a great extent. Global pandemics and calamities are other factors which affect and augment unpredictability in the market. The intent of this book is to develop mathematical structures for different aspects of allocation problems depicting real life scenarios. The novel methods which are incorporated in practical scenarios under uncertain circumstances include the STAR heuristic approach, Matrix geometric method, Ranking function and Pythagorean fuzzy numbers, to name a few. Distinct problems which are considered in this book under uncertainty include scheduling, cyclic bottleneck assignment problem, bilevel transportation problem, multi-index transportation problem, retrial queuing, uncertain matrix games, optimal production evaluation of cotton in different soil and water conditions, the healthcare sector, intuitionistic fuzzy quadratic programming problem, and multi-objective optimization problem. This book may serve as a valuable reference for researchers working in the domain of optimization for solving combinatorial problems under uncertainty. The contributions of this book may further help to explore new avenues leading toward multidisciplinary research discussions.

Combinatorial Engineering of Decomposable Systems

M.S. Levin
Combinatorial Engineering of Decomposable Systems Book PDF

Author : M.S. Levin
Publisher : Springer Science & Business Media
Page : 384 pages
File Size : 42,9 Mb
Release : 2013-11-27
Category : Mathematics
ISBN : 9781461558316

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Combinatorial Engineering of Decomposable Systems by M.S. Levin Pdf

Combinatorial Engineering of Decomposable Systems presents a morphological approach to the combinatorial design/synthesis of decomposable systems. Applications involve the following: design (e.g., information systems; user's interfaces; educational courses); planning (e.g., problem-solving strategies; product life cycles; investment); metaheuristics for combinatorial optimization; information retrieval; etc.

Decision Diagrams for Optimization

David Bergman,Andre A. Cire,Willem-Jan van Hoeve,John Hooker
Decision Diagrams for Optimization Book PDF

Author : David Bergman,Andre A. Cire,Willem-Jan van Hoeve,John Hooker
Publisher : Springer
Page : 254 pages
File Size : 55,8 Mb
Release : 2016-11-01
Category : Computers
ISBN : 9783319428499

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Decision Diagrams for Optimization by David Bergman,Andre A. Cire,Willem-Jan van Hoeve,John Hooker Pdf

This book introduces a novel approach to discrete optimization, providing both theoretical insights and algorithmic developments that lead to improvements over state-of-the-art technology. The authors present chapters on the use of decision diagrams for combinatorial optimization and constraint programming, with attention to general-purpose solution methods as well as problem-specific techniques. The book will be useful for researchers and practitioners in discrete optimization and constraint programming. "Decision Diagrams for Optimization is one of the most exciting developments emerging from constraint programming in recent years. This book is a compelling summary of existing results in this space and a must-read for optimizers around the world." [Pascal Van Hentenryck]

Advances in Computer Science for Engineering and Education III

Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He
Advances in Computer Science for Engineering and Education III Book PDF

Author : Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He
Publisher : Springer Nature
Page : 689 pages
File Size : 51,8 Mb
Release : 2020-08-05
Category : Computers
ISBN : 9783030555061

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Advances in Computer Science for Engineering and Education III by Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He Pdf

This book comprises high-quality refereed research papers presented at the Third International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2020), held in Kyiv, Ukraine, on 21–22 January 2020, organized jointly by National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, National Aviation University, and the International Research Association of Modern Education and Computer Science. The topics discussed in the book include state-of-the-art papers in computer science, artificial intelligence, engineering techniques, genetic coding systems, deep learning with its medical applications, and knowledge representation with its applications in education. It is an excellent source of references for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and their applications in engineering and education.

Advances in Computer Science for Engineering and Education II

Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He
Advances in Computer Science for Engineering and Education II Book PDF

Author : Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He
Publisher : Springer
Page : 671 pages
File Size : 51,8 Mb
Release : 2019-03-28
Category : Technology & Engineering
ISBN : 9783030166212

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Advances in Computer Science for Engineering and Education II by Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He Pdf

This book gathers high-quality, peer-reviewed research papers presented at the Second International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2019), held in Kiev, Ukraine on 26–27 January 2019, and jointly organized by the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” and the International Research Association of Modern Education and Computer Science. The papers discuss state-of-the-art topics and advances in computer science; neural networks; pattern recognition; engineering techniques; genetic coding systems; deep learning and its medical applications; and knowledge representation and its applications in education. Given its scope, the book offers an excellent resource for researchers, engineers, management practitioners, and graduate and undergraduate students interested in computer science and its applications in engineering and education.

Advances in Combinatorial Optimization

Anonim
Advances in Combinatorial Optimization Book PDF

Author : Anonim
Publisher : World Scientific
Page : 218 pages
File Size : 51,7 Mb
Release : 2015
Category : Mathematics
ISBN : 9789814704885

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Advances in Combinatorial Optimization by Anonim Pdf

"Combinational optimization (CO) is a topic in applied mathematics, decision science and computer science that consists of finding the best solution from a non-exhaustive search. CO is related to disciplines such as computational complexity theory and algorithm theory, and has important applications in fields such as operations research/management science, artificial intelligence, machine learning, and software engineering. Advances in Combinatorial Optimization presents a generalized framework for formulating hard combinatorial optimization problems (COPs) as polynomial sized linear programs. Though developed based on the 'traveling salesman problem' (TSP), the framework allows for the formulating of many of the well-known NP-Complete COPs directly (without the need to reduce them to other COPs) as linear programs, and demonstrates the same for three other problems (e.g. the 'vertex coloring problem' (VCP)). This work also represents a proof of the equality of the complexity classes "P" (polynomial time) and "NP" (nondeterministic polynomial time), and makes a contribution to the theory and application of 'extended formulations' (EFs). On a whole, Advances in Combinatorial Optimization offers new modeling and solution perspectives which will be useful to professionals, graduate students and researchers who are either involved in routing, scheduling and sequencing decision-making in particular, or in dealing with the theory of computing in general."--

OPTIMIZATION AND OPERATIONS RESEARCH – Volume I

Ulrich Derigs
OPTIMIZATION AND OPERATIONS RESEARCH Volume I Book PDF

Author : Ulrich Derigs
Publisher : EOLSS Publications
Page : 344 pages
File Size : 42,8 Mb
Release : 2009-02-09
Category : Electronic
ISBN : 9781905839483

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OPTIMIZATION AND OPERATIONS RESEARCH – Volume I by Ulrich Derigs Pdf

Optimization and Operations Research is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme on Optimization and Operations Research is organized into six different topics which represent the main scientific areas of the theme: 1. Fundamentals of Operations Research; 2. Advanced Deterministic Operations Research; 3. Optimization in Infinite Dimensions; 4. Game Theory; 5. Stochastic Operations Research; 6. Decision Analysis, which are then expanded into multiple subtopics, each as a chapter. These four volumes are aimed at the following five major target audiences: University and College students Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.

Local Search in Combinatorial Optimization

Emile H. L. Aarts,Jan Karel Lenstra
Local Search in Combinatorial Optimization Book PDF

Author : Emile H. L. Aarts,Jan Karel Lenstra
Publisher : Princeton University Press
Page : 530 pages
File Size : 53,7 Mb
Release : 2003-08-03
Category : Computers
ISBN : 0691115222

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Local Search in Combinatorial Optimization by Emile H. L. Aarts,Jan Karel Lenstra Pdf

1. Introduction -- 2. Computational complexity -- 3. Local improvement on discrete structures -- 4. Simulated annealing -- 5. Tabu search -- 6. Genetic algorithms -- 7. Artificial neural networks -- 8. The traveling salesman problem: A case study -- 9. Vehicle routing: Modern heuristics -- 10. Vehicle routing: Handling edge exchanges -- 11. Machine scheduling -- 12. VLSI layout synthesis -- 13. Code design.

Intelligent Decision-making Models for Production and Retail Operations

Zhaoxia Guo
Intelligent Decision making Models for Production and Retail Operations Book PDF

Author : Zhaoxia Guo
Publisher : Springer
Page : 324 pages
File Size : 48,7 Mb
Release : 2016-06-27
Category : Technology & Engineering
ISBN : 9783662526811

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Intelligent Decision-making Models for Production and Retail Operations by Zhaoxia Guo Pdf

This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.

Encyclopedia of Optimization

Christodoulos A. Floudas,Panos M. Pardalos
Encyclopedia of Optimization Book PDF

Author : Christodoulos A. Floudas,Panos M. Pardalos
Publisher : Springer Science & Business Media
Page : 4646 pages
File Size : 45,6 Mb
Release : 2008-09-04
Category : Mathematics
ISBN : 9780387747583

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Encyclopedia of Optimization by Christodoulos A. Floudas,Panos M. Pardalos Pdf

The goal of the Encyclopedia of Optimization is to introduce the reader to a complete set of topics that show the spectrum of research, the richness of ideas, and the breadth of applications that has come from this field. The second edition builds on the success of the former edition with more than 150 completely new entries, designed to ensure that the reference addresses recent areas where optimization theories and techniques have advanced. Particularly heavy attention resulted in health science and transportation, with entries such as "Algorithms for Genomics", "Optimization and Radiotherapy Treatment Design", and "Crew Scheduling".