Download or read book Data Processing for the AHP ANP written by Gang Kou and published by Springer Science & Business Media. This book was released on 2012-09-03 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank reversal. The maximum eigenvalue threshold method is proposed as the new consistency index for the AHP/ANP. An induced bias matrix model (IBMM) is proposed to identify and adjust the inconsistent data, and estimate the missing or uncertain data. Two applications of IBMM including risk assessment and decision analysis, task scheduling and resource allocation in cloud computing environment, are introduced to illustrate the proposed IBMM.

Download or read book Decision Making with the Analytic Network Process written by Thomas L. Saaty and published by Springer Science & Business Media. This book was released on 2013-05-14 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Analytic Network Process (ANP), developed by Thomas Saaty in his work on multicriteria decision making, applies network structures with dependence and feedback to complex decision making. This new edition of Decision Making with the Analytic Network Process is a selection of the latest applications of ANP to economic, social and political decisions, and also to technological design. The ANP is a methodological tool that is helpful to organize knowledge and thinking, elicit judgments registered in both in memory and in feelings, quantify the judgments and derive priorities from them, and finally synthesize these diverse priorities into a single mathematically and logically justifiable overall outcome. In the process of deriving this outcome, the ANP also allows for the representation and synthesis of diverse opinions in the midst of discussion and debate. The book focuses on the application of the ANP in three different areas: economics, the social sciences and the linking of measurement with human values. Economists can use the ANP for an alternate approach for dealing with economic problems than the usual mathematical models on which economics bases its quantitative thinking. For psychologists, sociologists and political scientists, the ANP offers the methodology they have sought for some time to quantify and derive measurements for intangibles. Finally the book applies the ANP to provide people in the physical and engineering sciences with a quantitative method to link hard measurement to human values. In such a process, one is able to interpret the true meaning of measurements made on a uniform scale using a unit.

Download or read book Models Methods Concepts Applications of the Analytic Hierarchy Process written by Thomas L. Saaty and published by Springer Science & Business Media. This book was released on 2012-04-11 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Analytic Hierarchy Process (AHP) is a prominent and powerful tool for making decisions in situations involving multiple objectives. Models, Methods, Concepts and Applications of the Analytic Hierarchy Process, 2nd Edition applies the AHP in order to solve problems focused on the following three themes: economics, the social sciences, and the linking of measurement with human values. For economists, the AHP offers a substantially different approach to dealing with economic problems through ratio scales. Psychologists and political scientists can use the methodology to quantify and derive measurements for intangibles. Meanwhile researchers in the physical and engineering sciences can apply the AHP methods to help resolve the conflicts between hard measurement data and human values. Throughout the book, each of these topics is explored utilizing real life models and examples, relevant to problems in today’s society. This new edition has been updated and includes five new chapters that includes discussions of the following: - The eigenvector and why it is necessary - A summary of ongoing research in the Middle East that brings together Israeli and Palestinian scholars to develop concessions from both parties - A look at the Medicare Crisis and how AHP can be used to understand the problems and help develop ideas to solve them.

Download or read book Decision Making with the Analytic Network Process written by Thomas L. Saaty and published by Springer Science & Business Media. This book was released on 2006-09-10 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This note from Prof. Vargas regarding a competitive title by Prof. Saaty with an almost identical title (THEORY AND APPLICATIONS OF THE ANALYTIC NETWORK PROCESS: Decision Making with Benefits, Opportunities, Costs, and Risks. RWS Publications, 2005): "The other book is theoretical with passing mention of examples to show how the subject is used. In our book (the one you have) the applications are different and given in full detail relevance and originality. They have never appeared in print as they are here and most users would prefer them to the theoretical book. In addition chapter 1 summarizes the theory given in four chapters on the book showing the important parts without going into too much detail. I would rather read this book than the other one definitely and this could not have been done so elegantly had not the other been written before. Therefore this book has the cream of the ideas and the best published applications so far."

Download or read book The Analytic Hierarchy Process AHP in Software Development Digital Short Cut written by Bijay K. Jayaswal and published by Pearson Education. This book was released on 2007-03-01 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook version of the printed book. The Analytic Hierarchy Process (AHP) is an advanced technique that supports decision makers in structuring complex decisions, quantifying intangible factors, and evaluating choices in multiobjective decision situations. It is a comprehensive and rational decision-making framework that provides a powerful methodology for determining relative worth among a set of elements. AHP is especially suitable for complex decisions that involve the comparison of decision elements which are difficult to quantify. The AHP, and its more recent version the Analytic Network Process (ANP), were developed by Dr. Thomas Saaty and have been applied in a wide variety of decision situations in organizations worldwide. AHP is particularly applicable in managing software complexity, and in Quality Function Deployment (QFD), as presented in Chapter 11 of the book Design for Trustworthy Software. This short cut illustrates the application of AHP in prioritizing complex design issues. It also shows how AHP and its supporting software, Expert Choice (EC), can handle much higher levels of complexities accurately and expeditiously than the prioritization matrices introduced in Chapter 7 of Design for Trustworthy Software. In addition to solutions facilitated by EC, this short cut also illustrates two known approximations to AHP solutions using manual calculations. Manual calculations can be used to solve relatively less complex problems. They are presented in this short cut to illustrate the first principles and the steps involved in AHP. This short cut is a reproduction of Chapter 8 of the book Design for Trustworthy Software and introduces AHP with a simple example. It can be used either as a methodology in trustworthy software design process or as a standalone introductory presentation on AHP. This short cut should be of interest to software and quality professionals. In particular, it would be of value to the CMMI, Six Sigma, and DFSS communities worldwide, especially those who have acquired or plan to acquire Green Belt, Black Belt, Master Black Belt, or similar competencies in various quality management disciplines. It should also be a useful resource for students and academicians of various programs at senior undergraduate and graduate levels, and for those preparing for ASQ's Certified Software Quality Engineer (CSQE) examination. What This Short Cut Covers 3 Introduction 4 Prioritization, Complexity, and the Analytic Hierarchy Process 4 Multiobjective Decision-Making and AHP 5 Case Study 1 Solution Using Expert Choice 12 Approximations to AHP with Manual Calculations 22 Conclusion 33 Key Points 33 Additional Resources 34 Internet Exercises 34 Review Questions 34 Discussion Questions and Projects 35 Problems 36 Endnotes 45 What's in the Book Design for Trustworthy Software 47 About the Authors 52 The Design for Trustworthy Software Digital Short Cut Compilation 53

Download or read book Decision Making with Dependence and Feedback written by Thomas L. Saaty and published by . This book was released on 1996 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how to make decisions when alternatives depend on criteria, but also the criteria depend on the alternatives. It shows how to cope with dependence between different groups of people, goals and criteria. The Analytic Network Process is particularly useful to project the future of a group or company considering all the influences and risks: economic, social, political, technological, environmental, and others. Accompanying ANP software is under development.

Download or read book Islamic Economic Institutions In Indonesia Are They Successful In Achieving The Maqasad al shari ah written by Toseef Azid and published by World Scientific. This book was released on 2023-04-10 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Islamic institutions have had a very long history, whose performance was muted during the Colonial Period. However, after the Second World War, the revival of the Islamic institutions began. Throughout its history, it had been assumed that these institutions are working for the betterment of humanity. Their target is to achieve a high level of the welfare for the concerned community. Historically these institutions were waqf, zakat and sadaqat. However from the last three decades, Islamic financial institutions have been established with the objective of providing interest- free products, transaction and services for Muslims. However there has been lot of criticism on the performance and role of these institutions. This becomes especially pertinent in a Muslim country like Indonesia, where there is a dire need to know that how these institutions are working and if it is possible for them to achieve the objectives of the Shari'ah. Some scholars have claimed that these institutions are performative and only serving 'lip service', and there are no significant differences between the Islamic and secular institutions where both kinds of institutions operate on the same foundations and differ only in use of technical terminologies. This volume aims to analyze some of the Islamic institutions which are operating in the world's biggest Muslim country, Indonesia, as a case study and analyze the contemporary Islamic Banking products and practices in the light of 'Maqasad al-Shari'ah'. The book's objective is to propose an improved system of Islamic institutions for Muslims to refer to. This volume will also analyze why these institutions are currently not able to comply with the Maqasad al Shari'ah and how it is possible to enhance the level of economic development, social wellbeing, individual freedom and equality, elimination of injustice and poverty, and achieve the other targets of the Maqasad through these institutions.

Download or read book Uses and Limitations of the AHP Method written by Nolberto Munier and published by Springer Nature. This book was released on 2021-02-05 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the Analytical Hierarchy Process (AHP) method, its varied uses, as well as its limitations for solving real-world scenarios. While the simplicity of the method compels users to find shortcuts to a real-world problem, it also leads to obtaining wrong results that do not represent reality. By alerting practitioners about the core necessities of a new scenario, this book helps solve this problem, as well as contribute to the field of Multicriteria Decision Making Method (MDCM). The authors use a demonstrative, rather than a theoretical approach, and examine 30 subjects that displays the shortcomings and drawbacks of the AHP. Each one is examined in-depth, discussed, debated and reasoned, using examples, some of them numeric. The book highlights the rationality and common sense of the subjects, and in most cases, validates the criticism by showing through numerical examples, the impossibility of the AHP method to address, let alone solve real-world projects. At the conclusion of each subject, a table is built comparing the similarities and differences between the opinions of the authors and other experts, along with the respective pros and cons.

Download or read book Beyond Databases Architectures and Structures Paving the Road to Smart Data Processing and Analysis written by Stanisław Kozielski and published by Springer. This book was released on 2019-05-07 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2019, held in Ustroń, Poland, in May 2019. It consists of 26 carefully reviewed papers selected from 69 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing and analysis; artificial intelligence, data mining and knowledge discovery; image analysis and multimedia mining; bioinformatics and biomedical data analysis; industrial applications; networks and security.

Download or read book Optimizing Big Data Management and Industrial Systems With Intelligent Techniques written by Öner, Sultan Ceren and published by IGI Global. This book was released on 2018-12-07 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to survive an increasingly competitive market, corporations must adopt and employ optimization techniques and big data analytics for more efficient product development and value creation. Understanding the strengths, weaknesses, opportunities, and threats of new techniques and manufacturing processes allows companies to succeed during the rise of Industry 4.0. Optimizing Big Data Management and Industrial Systems With Intelligent Techniques explores optimization techniques, recommendation systems, and manufacturing processes that support the evaluation of cyber-physical systems, end-to-end engineering, and digitalized control systems. Featuring coverage on a broad range of topics such as digital economy, fuzzy logic, and data linkage methods, this book is ideally designed for manufacturers, engineers, professionals, managers, academicians, and students.

Download or read book Proceedings of the 2nd International Conference on Data Engineering and Communication Technology written by Anand J. Kulkarni and published by Springer. This book was released on 2018-10-03 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features research work presented at the 2nd International Conference on Data Engineering and Communication Technology (ICDECT) held on December 15–16, 2017 at Symbiosis International University, Pune, Maharashtra, India. It discusses advanced, multi-disciplinary research into smart computing, information systems and electronic systems, focusing on innovation paradigms in system knowledge, intelligence and sustainability that can be applied to provide feasible solutions to varied problems in society, the environment and industry. It also addresses the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in a variety of disciplines of computer science and electronics engineering.

Download or read book Electronic Batch Recording Solutions written by Monika Futschik and published by Springer. This book was released on 2017-10-11 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Monika Futschik introduces an evaluation model that allows a holistic assessment of the advantages and disadvantages of electronic batch recording solutions versus traditional paper batch ticket solutions. In comparison to former studies, this newly developed evaluation model considers the change management efforts and the financial investments required for system deployment. The model proves the overall performance value through the implementation of electronic batch recording solutions and supports decision-makers in finding the most effective solution. The development and effectiveness of this model is based on various surveys, expert interviews, a Delphi study as well as a case study with a real-life pharmaceutical company. The outcome of her research can be easily applied to other industries as well.

Download or read book Encyclopedia of Data Science and Machine Learning written by Wang, John and published by IGI Global. This book was released on 2023-01-20 with total page 3296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Download or read book Risk Analysis Based on Data and Crisis Response Beyond Knowledge written by Chongfu Huang and published by CRC Press. This book was released on 2019-10-11 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects the papers presented at the 7th International Conference on Risk Analysis and Crisis Response (RACR-2019) held in Athens, Greece, on October 15-19, 2019. The overall theme of the seventh international conference on risk analysis and crisis response is Risk Analysis Based on Data and Crisis Response Beyond Knowledge, highlighting science and technology to improve risk analysis capabilities and to optimize crisis response strategy. This book contains primarily research articles of risk issues. Underlying topics include natural hazards and major (chemical) accidents prevention, disaster risk reduction and society resilience, information and communication technologies safety and cybersecurity, modern trends in crisis management, energy and resources security, critical infrastructure, nanotechnology safety and others. All topics include aspects of multidisciplinarity and complexity of safety in education and research. The book should be valuable to professors, engineers, officials, businessmen and graduate students in risk analysis and risk management.

Download or read book ICBLP 2019 written by Zulidiana D. Rusnalasari and published by European Alliance for Innovation. This book was released on 2019-10-16 with total page 1166 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to introduce the proceedings of the First edition of the 2019 European Alliance for Innovation (EAI) The International conference on business, law, and pedagogy (ICBLP 2019). The International conference on business, law, and pedagogy accepts the papers in the three thematic areas with multiple research approaches and methodologies. The conference provides a platform for wide-ranging issues, which captures contemporary developments in business, law and pedagogy within which a wide range of networking opportunities can be nurtured for the advancement of future research and global collaboration. This approach is now vital in research endeavours as business, law and pedagogy practices are increasingly prone to an era of cross-fertilization through meaningful multi-disciplinary collaborations We strongly believe that ICBLP conference provides a good forum for all researcher, developers and practitioners to discuss all science and technology aspects that are relevant to smart grids. We also expect that the future ICBLP 2019 conference will be as successful and stimulating, as indicated by the contributions presented in this volume.

Download or read book From Industry 4 0 to Industry 5 0 written by Allam Hamdan and published by Springer Nature. This book was released on 2023-07-31 with total page 1022 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims at bringing together global researchers to generate thought on how this transition from Industry 4.0 to Industry 5.0 could make a difference to the globe for larger good. The collaboration and interaction between man and machine has given rise to Industry 5.0. With the prime objective of Industry 5.0 to create a benefit for the human beings while tapping on to the advantage of Industry 4.0, in no case, does it replace what has already been achieved. In fact, it brings to light what can be done in order to make life better. While Industry 4.0 offered extraordinary technological advancement, Industry 5.0 reasons out that technology alone is not sufficient to answer everything or provide a solution, but it is an amalgamation of both machine and human interaction to create that difference. In fact, with the impact of widespread digitalization that has led to dehumanization of the industrial makeup, the interest of global researchers has increased toward mapping how the human creativity and brainpower can be reconciled with the intelligent systems that can enhance process efficiency. Industry 5.0 has touched upon some of those key domains which are of much concern and debate globally including resilience (both business and cyber), environment and sustainability, diversity and inclusion, values and ethics, vision and purpose, circular economy, understanding the human–machine collaboration and the ‘human-touch’ in the production process. This transition that has taken place in moving from Industry 4.0 to Industry 5.0 has essentially created a need to pay cognizance to the role of ‘human’ in the process which creates an enhanced focus toward the right kind of skills and competencies, identification of training and developmental needs, talent acquisition and management, safety and wellbeing, future of work as well as hybrid working models. Undeniably, the pace with which Industry 4.0 has been accelerating has bypassed the first three industrial revolutions, which is definitely a consequence of the fast introduction of new and cutting-edge technologies. While organizations are already in analyzing the context, mapping this transition and the flow of activities from Industry 4.0 to 5.0 is gaining attention as Industry 4.0 lacked personalization and customization. This co-existence of man and machine creates a pathway for newer prospects and opportunities to emerge and expand possibilities of personalization with the empowerment of ‘human’ in the production process. This lays the foundation for this book. This book adopts a forward-looking approach by bringing in research and contributions that facilitate in mapping the consereasons, consequences and solutions for ‘man+machine’ across industries. This book serves as a guide not just to academia but also to the industry to adopt suitable strategies that offer insights into global best practices as well as the innovations in the domain.

Download or read book Industrial Revolution 4 0 written by Stanisław Mazur and published by Taylor & Francis. This book was released on 2022-09-28 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: The radical transformations to which the economy and society have been subjected for decades have gained momentum in recent years, not least because of the coronavirus pandemic, the consequences of which are yet to be fully understood. As a result, certain economic models and business practices are becoming less sustainable. One of the reasons for this is the rapid advance of Revolution 4.0. The issues raised in this book are central to understanding the theoretical and practical aspects of the Fourth Industrial Revolution and its overwhelming impact on emerging socio-economic relations. The book addresses the future and flexibility of the labour market in the era of digital transformation; issues related to the emergence of new patterns of production and the distribution of public services. It examines the impact of Revolution 4.0 on the global business services sector and business project management models, in times of increasing complexity. The book covers a broad spectrum of concerns associated with Industry 4.0, such as social, economic, technological, and environmental, making it a comprehensive resource offering state-of-the-art knowledge. Further, it includes a discussion on the perspectives for the development of Revolution 4.0 in the context of the post-pandemic world. This book skillfully combines theoretical considerations with practical applications, offering a valuable, engaging and accessible resource for researchers, scholars, students, policymakers, public decision-makers, and businesspeople alike.