Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies

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Publisher : Springer Science & Business Media
ISBN 13 : 9400922035
Total Pages : 503 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies by : Donald E. Brown

Download or read book Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies written by Donald E. Brown and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to introduce and explain research at the boundary between two fields that view problem solving from different perspectives. Researchers in operations research and artificial intelligence have traditionally remained separate in their activities. Recently, there has been an explosion of work at the border of the two fields, as members of both communities seek to leverage their activities and resolve problems that remain intractable to pure operations research or artificial intelligence techniques. This book presents representative results from this current flurry of activity and provides insights into promising directions for continued exploration. This book should be of special interest to researchers in artificial intelligence and operations research because it exposes a number of applications and techniques, which have benefited from the integration of problem solving strategies. Even researchers working on different applications or with different techniques can benefit from the descriptions contained here, because they provide insight into effective methods for combining approaches from the two fields. Additionally, researchers in both communities will find a wealth of pointers to challenging new problems and potential opportunities that exist at the interface between operations research and artificial intelligence. In addition to the obvious interest the book should have for members of the operations research and artificial intelligence communities, the papers here are also relevant to members of other research communities and development activities that can benefit from improvements to fundamental problem solving approaches.

Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792391067
Total Pages : 538 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies by : Donald E. Brown

Download or read book Operations Research and Artificial Intelligence: The Integration of Problem-Solving Strategies written by Donald E. Brown and published by Springer Science & Business Media. This book was released on 1990-08-31 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to introduce and explain research at the boundary between two fields that view problem solving from different perspectives. Researchers in operations research and artificial intelligence have traditionally remained separate in their activities. Recently, there has been an explosion of work at the border of the two fields, as members of both communities seek to leverage their activities and resolve problems that remain intractable to pure operations research or artificial intelligence techniques. This book presents representative results from this current flurry of activity and provides insights into promising directions for continued exploration. This book should be of special interest to researchers in artificial intelligence and operations research because it exposes a number of applications and techniques, which have benefited from the integration of problem solving strategies. Even researchers working on different applications or with different techniques can benefit from the descriptions contained here, because they provide insight into effective methods for combining approaches from the two fields. Additionally, researchers in both communities will find a wealth of pointers to challenging new problems and potential opportunities that exist at the interface between operations research and artificial intelligence. In addition to the obvious interest the book should have for members of the operations research and artificial intelligence communities, the papers here are also relevant to members of other research communities and development activities that can benefit from improvements to fundamental problem solving approaches.

Operations Research and Artificial Intelligence

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Author :
Publisher : Intellect Books
ISBN 13 : 9781567500363
Total Pages : 0 pages
Book Rating : 4.5/5 (3 download)

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Book Synopsis Operations Research and Artificial Intelligence by : C. W. Holsapple

Download or read book Operations Research and Artificial Intelligence written by C. W. Holsapple and published by Intellect Books. This book was released on 1994 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides conceptual underpinnings for relating artificial intelligence (AI) to operation research (OR). It includes tutorials on basic AI tools and techniques with thorough reference lists, as well as suggestive examples that connect AI and OR in various ways.

Operations Research and Artificial Intelligence

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Author :
Publisher : Intellect (UK)
ISBN 13 : 9781567500356
Total Pages : 0 pages
Book Rating : 4.5/5 (3 download)

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Book Synopsis Operations Research and Artificial Intelligence by : C. W. Holsapple

Download or read book Operations Research and Artificial Intelligence written by C. W. Holsapple and published by Intellect (UK). This book was released on 1994 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides conceptual underpinnings for relating artificial intelligence (AI) to operation research (OR), tutorials on basic AI tools and techniques with thorough reference lists, and suggestive examples that connect AI and OR in various ways.

Operations Research for Social Good

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Author :
Publisher : SAS Institute
ISBN 13 : 1955977852
Total Pages : 142 pages
Book Rating : 4.9/5 (559 download)

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Book Synopsis Operations Research for Social Good by : Natalia Summerville

Download or read book Operations Research for Social Good written by Natalia Summerville and published by SAS Institute. This book was released on 2023-10-12 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advance your knowledge of operations research and social good! Recent technological developments allow data analytics practitioners to solve large problems better and faster with state-of-the-art artificial intelligence (AI) tools. At the same time, humanity faces overarching challenges such as the climate crisis, child malnutrition, systemic racism, and global pandemics, among others. Operations Research for Social Good: A Practitioner’s Introduction Using SAS and Python showcases operations research (OR) methodologies typically required in engineering curricula to applications targeted to make this world a better place. Designed for data scientists, analytics and operations research practitioners, and graduate-level students interested in learning optimization modeling with applied use cases, this book provides the skills to model and solve OR problems with both SAS and Python as well as practical tools and tips to bridge the gap between academic learning and real-world implementations based on Data4Good initiatives.

Artificial Intelligence in Operational Research

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Author :
Publisher : Palgrave
ISBN 13 : 9781349123643
Total Pages : 380 pages
Book Rating : 4.1/5 (236 download)

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Book Synopsis Artificial Intelligence in Operational Research by : G.I. Doukidis

Download or read book Artificial Intelligence in Operational Research written by G.I. Doukidis and published by Palgrave. This book was released on 2013-12-31 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Operations Research: Introduction To Models And Methods

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Publisher : World Scientific
ISBN 13 : 9811239363
Total Pages : 512 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Operations Research: Introduction To Models And Methods by : Richard Johannes Boucherie

Download or read book Operations Research: Introduction To Models And Methods written by Richard Johannes Boucherie and published by World Scientific. This book was released on 2021-10-26 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This attractive textbook with its easy-to-follow presentation provides a down-to-earth introduction to operations research for students in a wide range of fields such as engineering, business analytics, mathematics and statistics, computer science, and econometrics. It is the result of many years of teaching and collective feedback from students.The book covers the basic models in both deterministic and stochastic operations research and is a springboard to more specialized texts, either practical or theoretical. The emphasis is on useful models and interpreting the solutions in the context of concrete applications.The text is divided into several parts. The first three chapters deal exclusively with deterministic models, including linear programming with sensitivity analysis, integer programming and heuristics, and network analysis. The next three chapters primarily cover basic stochastic models and techniques, including decision trees, dynamic programming, optimal stopping, production planning, and inventory control. The final five chapters contain more advanced material, such as discrete-time and continuous-time Markov chains, Markov decision processes, queueing models, and discrete-event simulation.Each chapter contains numerous exercises, and a large selection of exercises includes solutions.

Operations Research and Enterprise Systems

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Publisher : Springer
ISBN 13 : 3030160351
Total Pages : 245 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Operations Research and Enterprise Systems by : Greg H. Parlier

Download or read book Operations Research and Enterprise Systems written by Greg H. Parlier and published by Springer. This book was released on 2019-03-14 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the 7th International Conference on Operations Research and Enterprise Systems, ICORES 2018, held in Funchal, Madeira, Portugal, in January 2018. The 12 papers presented in this volume were carefully reviewed and selected from a total of 59 submissions. They are organized in topical sections named: methodologies and technologies; and applications.

The Interface Between Artificial Intelligence and Operations Research in Fuzzy Environment

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Publisher :
ISBN 13 : 9783883857022
Total Pages : 274 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis The Interface Between Artificial Intelligence and Operations Research in Fuzzy Environment by : Jose-Louis Verdegay

Download or read book The Interface Between Artificial Intelligence and Operations Research in Fuzzy Environment written by Jose-Louis Verdegay and published by . This book was released on 1989 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Law, Computer Science, and Artificial Intelligence

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Publisher : Intellect Books
ISBN 13 : 9781871516593
Total Pages : 0 pages
Book Rating : 4.5/5 (165 download)

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Book Synopsis Law, Computer Science, and Artificial Intelligence by : Ajit Narayanan

Download or read book Law, Computer Science, and Artificial Intelligence written by Ajit Narayanan and published by Intellect Books. This book was released on 1998 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text examines the interaction between the disciplines of law, computer science and artificial intelligence. The chapters are grouped into theory, implications and applications sections, in an attempt to identify separate, but interrelated methodological stances

Artificial Intelligence and Operations Research in Business and Management

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Publisher :
ISBN 13 :
Total Pages : 246 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Artificial Intelligence and Operations Research in Business and Management by : Daniel Edmund O'Leary

Download or read book Artificial Intelligence and Operations Research in Business and Management written by Daniel Edmund O'Leary and published by . This book was released on 1996 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence

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Publisher :
ISBN 13 : 9781536126778
Total Pages : 0 pages
Book Rating : 4.1/5 (267 download)

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Book Synopsis Artificial Intelligence by : Luis Carlos Rabelo Mendizabal

Download or read book Artificial Intelligence written by Luis Carlos Rabelo Mendizabal and published by . This book was released on 2017-11 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: After decades of basic research and more promises than impressive applications, artificial intelligence (AI) is starting to deliver benefits. A convergence of advances is motivating this new surge of AI development and applications. Computer capability as it has evolved from high throughput and high performance computing systems is increasing. AI models and operations research adaptations are becoming more mature, and the world is breeding big data not only from the web and social media but also from the Internet of Things. Organizations around the world have been realizing that there are substantial performance gains and increases in productivity for the use of AI and predictive analytics techniques. Their use is bringing a new era of breakthrough innovation and opportunities. This book, compiles research insights and applications in diverse areas such as manufacturing, supply chain management, pricing, autonomous vehicles, healthcare, ecommerce, and aeronautics. Using classical and advanced tools in AI such as deep learning, particle swarm optimization, support vector machines and genetic programming among others. This is a very distinctive book which discusses important applications using a variety of paradigms from AI and outlines some of the research to be performed. The work supersedes similar books that do not cover as diversified a set of sophisticated applications. The authors present a comprehensive and articulated view of recent developments, identifies the applications gap by quoting from the experience of experts, and details suggested research areas. Artificial Intelligence: Advances in Research and Applications guides the reader through an intuitive understanding of the methodologies and tools for building and modeling intelligent systems. The book's coverage is broad, starting with clustering techniques with unsupervised ensemble learning, where the optimal combination strategy of individual partitions is robust in comparison to the selection of an algorithmic clustering pool. This is followed by a case in a parallel-distributed simulator using deep learning for its configuration. Chapter Three presents a case for autonomous vehicles. Chapter Four discusses the novel use of genetic algorithms with support vector machines. Chapters Five through Thirteen focus on the applications. The book discusses how the use of AI can allow for productivity development and other benefits not just for businesses, but also for economies. Finally, you can find an interesting investigation of the transhuman dimension of AI.

Integration of Constraint Programming, Artificial Intelligence, and Operations Research

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Author :
Publisher : Springer Nature
ISBN 13 : 3031080114
Total Pages : 459 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Integration of Constraint Programming, Artificial Intelligence, and Operations Research by : Pierre Schaus

Download or read book Integration of Constraint Programming, Artificial Intelligence, and Operations Research written by Pierre Schaus and published by Springer Nature. This book was released on 2022-06-09 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2022, which was held in Los Angeles, CA, USA, in June 2022.The 28 regular papers presented were carefully reviewed and selected from a total of 60 submissions. The conference program included a Master Class on the topic "Bridging the Gap between Machine Learning and Optimization”.

Deep Learning Concepts in Operations Research

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Publisher : CRC Press
ISBN 13 : 1040102360
Total Pages : 277 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Deep Learning Concepts in Operations Research by : Biswadip Basu Mallik

Download or read book Deep Learning Concepts in Operations Research written by Biswadip Basu Mallik and published by CRC Press. This book was released on 2024-08-30 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: The model-based approach for carrying out classification and identification of tasks has led to the pervading progress of the machine learning paradigm in diversified fields of technology. Deep Learning Concepts in Operations Research looks at the concepts that are the foundation of this model-based approach. Apart from the classification process, the machine learning (ML) model has become effective enough to predict future trends of any sort of phenomena. Such fields as object classification, speech recognition, and face detection have sought extensive application of artificial intelligence (AI) and ML as well. Among a variety of topics, the book examines: An overview of applications and computing devices Deep learning impacts in the field of AI Deep learning as state-of-the-art approach to AI Exploring deep learning architecture for cutting-edge AI solutions Operations research is the branch of mathematics for performing many operational tasks in other allied domains, and the book explains how the implementation of automated strategies in optimization and parameter selection can be carried out by AI and ML. Operations research has many beneficial aspects for decision making. Discussing how a proper decision depends on several factors, the book examines how AI and ML can be used to model equations and define constraints to solve problems and discover proper and valid solutions more easily. It also looks at how automation plays a significant role in minimizing human labor and thereby minimizes overall time and cost.

Intelligent Decision Support Systems

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Publisher :
ISBN 13 : 9783030963194
Total Pages : 0 pages
Book Rating : 4.9/5 (631 download)

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Book Synopsis Intelligent Decision Support Systems by : Salvatore Greco

Download or read book Intelligent Decision Support Systems written by Salvatore Greco and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of essays written by leading researchers to honor Roman Slowinski's major scholarly interests and contributions. He is well-known for conducting extensive research on methodologies and techniques for intelligent decision support, where he combines operational research and artificial intelligence. The book reconstructs his main contributions, presents cutting-edge research and provides an outlook on the most promising and advanced domains of computer science and multiple criteria decision aiding. The respective chapters cover a wide range of related research areas, including decision sciences, ordinal data mining, preference learning and multiple criteria decision aiding, modeling of uncertainty and imprecision in decision problems, rough set theory, fuzzy set theory, multi-objective optimization, project scheduling and decision support applications. As such, the book will appeal to researchers and scholars in related fields.

Optimization in Artificial Intelligence and Data Sciences

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Publisher : Springer Nature
ISBN 13 : 3030953807
Total Pages : 268 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Optimization in Artificial Intelligence and Data Sciences by : Lavinia Amorosi

Download or read book Optimization in Artificial Intelligence and Data Sciences written by Lavinia Amorosi and published by Springer Nature. This book was released on 2022-05-20 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is addressed to researchers in operations research, data science and artificial intelligence. It collects selected contributions from the first hybrid “Optimization and Decision Science - ODS2021” international conference on the theme Optimization and Artificial Intelligence and Data Sciences, which was held in Rome 14-17 September 2021 and organized by AIRO, the Italian Operations Research Society and the Department of Statistical Sciences of Sapienza University of Rome. The book offers new and original contributions on different methodological optimization topics, from Support Vector Machines to Game Theory Network Models, from Mathematical Programming to Heuristic Algorithms, and Optimization Methods for a number of emerging problems from Truck and Drone delivery to Risk Assessment, from Power Networks Design to Portfolio Optimization. The articles in the book can give a significant edge to the general themes of sustainability and pollution reduction, distributive logistics, healthcare management in pandemic scenarios and clinical trials, distributed computing, scheduling, and many others. For these reasons, the book is aimed not only at researchers in the Operations Research community but also for practitioners facing decision-making problems in these areas and to students and researchers from other disciplines, including Artificial Intelligence, Computer Sciences, Finance, Mathematics, and Engineering.

Integration of Constraint Programming, Artificial Intelligence, and Operations Research

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Publisher : Springer Nature
ISBN 13 : 3031332717
Total Pages : 522 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Integration of Constraint Programming, Artificial Intelligence, and Operations Research by : Andre A. Cire

Download or read book Integration of Constraint Programming, Artificial Intelligence, and Operations Research written by Andre A. Cire and published by Springer Nature. This book was released on 2023-05-22 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2022, held in Nice, France, during May 29–June 1, 2023. The 26 full papers and the 6 short papers presented in this book were carefully reviewed and selected from a total of 71 submissions. The content of the papers present new techniques or new applications, and provide an opportunity for researchers in one area to learn about techniques in the others. Besides they give researchers the opportunity to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.