Download or read book Complex Valued Neural Networks with Multi Valued Neurons written by Igor Aizenberg and published by Springer Science & Business Media. This book was released on 2011-06-24 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex-Valued Neural Networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book is devoted to the Multi-Valued Neuron (MVN) and MVN-based neural networks. It contains a comprehensive observation of MVN theory, its learning, and applications. MVN is a complex-valued neuron whose inputs and output are located on the unit circle. Its activation function is a function only of argument (phase) of the weighted sum. MVN derivative-free learning is based on the error-correction rule. A single MVN can learn those input/output mappings that are non-linearly separable in the real domain. Such classical non-linearly separable problems as XOR and Parity n are the simplest that can be learned by a single MVN. Another important advantage of MVN is a proper treatment of the phase information. These properties of MVN become even more remarkable when this neuron is used as a basic one in neural networks. The Multilayer Neural Network based on Multi-Valued Neurons (MLMVN) is an MVN-based feedforward neural network. Its backpropagation learning algorithm is derivative-free and based on the error-correction rule. It does not suffer from the local minima phenomenon. MLMVN outperforms many other machine learning techniques in terms of learning speed, network complexity and generalization capability when solving both benchmark and real-world classification and prediction problems. Another interesting application of MVN is its use as a basic neuron in multi-state associative memories. The book is addressed to those readers who develop theoretical fundamentals of neural networks and use neural networks for solving various real-world problems. It should also be very suitable for Ph.D. and graduate students pursuing their degrees in computational intelligence.

Download or read book Multiple Criteria Decision Analysis State of the Art Surveys written by José Figueira and published by Springer Science & Business Media. This book was released on 2005 with total page 1100 pages. Available in PDF, EPUB and Kindle. Book excerpt: MULTIPLE CRITERIA DECISION ANALYSIS: State of the Art Surveys is the most comprehensive work available to survey the state of the art in MCDA to date. Its 25 chapters are organized in eight parts and are written by 52 international leading experts. Each of these parts covers one of the central streams of multiple criteria decision analysis literature. These literature streams are: MCDA today, Foundations of MCDA, Our Ranking Methods, Multiattribute Utility Theory, Non-Classical MCDA Approaches, Multiobjective Mathematical Programming, Applications, and MCDM Software. The handbook presents the most up-to-date discussions on well-established methodologies and theories in the field, while systematically surveying emerging fields in MCDA such as conjoint measurement, fuzzy preferences, fuzzy integrals, rough sets, etc. MULTIPLE CRITERIA DECISION ANALYSIS: State of the Art Surveys is a valuable reference volume (more than 2000 references) for the field of decision analysis. It provides graduate students, researchers, and practitioners with a sweeping survey of MCDA theory, methodologies, and applications. It is a handbook that is particularly suitable for use in seminars in Decision Analysis, Decision Support, and Decision Theory.

Download or read book A Darkness Strange and Lovely written by Susan Dennard and published by Harper Collins. This book was released on 2013-07-23 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York Times bestselling author Susan Dennard delivers a mix of supernatural forces and intense romance in this spellbinding sequel to Something Strange and Deadly—now with a gorgeous new cover! Perfect for fans of Cassandra Clare's Infernal Devices series. With her brother dead and her mother insane, Eleanor Fitt is alone. Even the Spirit-Hunters—Joseph, Jie, and the handsome Daniel—have fled to Paris. So when Eleanor hears the vicious barking of hounds and sees haunting yellow eyes, she fears that the Dead, and the necromancer Marcus, are after her. To escape, Eleanor boards a steamer bound for France. There she meets Oliver, a young man who claims to have known her brother. But Oliver harbors a dangerous secret involving necromancy and black magic that entices Eleanor beyond words. If she can resist him, she'll be fine. But when she arrives in Paris, she finds that the Dead have taken over, and there's a whole new evil lurking. And she is forced to make a deadly decision that will go against everything the Spirit-Hunters stand for. In Paris, there's a price for this darkness strange and lovely, and it may have Eleanor paying with her life.

Download or read book Multi objective Optimization written by Gade Pandu Rangaiah and published by World Scientific. This book was released on 2009 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following a brief introduction and general review on the development of multi-objective optimization applications in chemical engineering since 2000, the book gives a description of selected multi-objective techniques and then goes on to discuss chemical engineering applications. These applications are from diverse areas within chemical engineering, and are presented in detail. Several exercises are included at the end of many chapters.

Download or read book Multi Party and Multi Contract Arbitration in the Construction Industry written by Dimitar Kondev and published by John Wiley & Sons. This book was released on 2017-01-23 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Party and Multi-Contract Arbitration in the Construction Industry provides the first detailed review of multi-party arbitration in the international construction sector. Highly practical in approach, the detailed interpretation and assessment of the arbitration of multi-party disputes will facilitate understanding and decision making by arbitrators, clients and construction contractors.

Download or read book The Multi Criteria Approach for Decision Support written by Lotfi Azzabi and published by Springer Nature. This book was released on 2020-09-11 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the multi-criteria approach to decision support, as well as the various multi-criteria tools to help avoid multi-objective optimization. The book is intended as a tool for understanding the multi-criteria tools for decision support and modeling in mathematical programming. It helps to structure models, to easily model complex constraints, to have a basic modeling guide for any multi-criteria system and to better understand models already existing in the literature. The book is structured in the same order as components of the methodology, established in a multi-criteria optimization problem. It introduces the elements of the actors, the decision-making activity under criteria, calculations, specifications and objective criterion.

Download or read book Multi Objective Optimization in Chemical Engineering written by Gade Pandu Rangaiah and published by John Wiley & Sons. This book was released on 2013-03-20 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: For reasons both financial and environmental, there is a perpetual need to optimize the design and operating conditions of industrial process systems in order to improve their performance, energy efficiency, profitability, safety and reliability. However, with most chemical engineering application problems having many variables with complex inter-relationships, meeting these optimization objectives can be challenging. This is where Multi-Objective Optimization (MOO) is useful to find the optimal trade-offs among two or more conflicting objectives. This book provides an overview of the recent developments and applications of MOO for modeling, design and operation of chemical, petrochemical, pharmaceutical, energy and related processes. It then covers important theoretical and computational developments as well as specific applications such as metabolic reaction networks, chromatographic systems, CO2 emissions targeting for petroleum refining units, ecodesign of chemical processes, ethanol purification and cumene process design. Multi-Objective Optimization in Chemical Engineering: Developments and Applications is an invaluable resource for researchers and graduate students in chemical engineering as well as industrial practitioners and engineers involved in process design, modeling and optimization.

Download or read book Multi Agent Systems written by Vadim Malvone and published by Springer Nature. This book was released on 2023-09-06 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume LNCS 14282 constitutes the refereed proceedings of the 20th European Conference EUMAS 2023, held in Naples, Italy, during September 2023. This volume includes 24 full papers and 5 short papers, carefully selected from 47 submissions. Additionally, the volume features 16 short papers, rigorously reviewed from 20 submissions for the PhD day. The conference focused on the theory and practice of autonomous agents and multi-agent systems, covering a wide range of topics.

Download or read book Distributed Cooperative Control of Multi agent Systems written by Wenwu Yu and published by John Wiley & Sons. This book was released on 2016-10-18 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed and systematic introduction to the distributed cooperative control of multi-agent systems from a theoretical, network perspective Features detailed analysis and discussions on the distributed cooperative control and dynamics of multi-agent systems Covers comprehensively first order, second order and higher order systems, swarming and flocking behaviors Provides a broad theoretical framework for understanding the fundamentals of distributed cooperative control

Download or read book Agent and Multi Agent Systems Technologies and Applications written by Piotr Jedrzejowicz and published by Springer. This book was released on 2010-06-20 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation and Decision Making, Multi-Agent Applications, Management and e-Business, Mobile Agents and Robots, and Machine Learning. In addition to the main tracks of the symposium there were the following five special sessions: Agent- Based Optimization (ABO2010), Agent-Enabled Social Computing (AESC2010), Digital Economy (DE2010), Using Intelligent Systems for Information Technology Assessment (ISITA2010) and a Doctoral Track. Accepted and presented papers highlight new trends and challenges in agent and multi-agent research. We hope these results will be of value to the research com- nity working in the fields of artificial intelligence, collective computational intel- gence, robotics, machine learning and, in particular, agent and multi-agent systems technologies and applications. We would like to express our sincere thanks to the Honorary Chairs, Romuald Cwilewicz, President of the Gdynia Maritime University, Poland, and Lakhmi C. Jain, University of South Australia, Australia, for their support. Our special thanks go to the Local Organizing Committee chaired by Ireneusz Czarnowski, who did very solid and excellent work. Thanks are due to the Program Co-chairs, all Program and Reviewer Committee members and all the additional - viewers for their valuable efforts in the review process, which helped us to guarantee the highest quality of selected papers for the conference. We cordially thank the - ganizers and chairs of special sessions, which essentially contributed to the success of the conference.

Download or read book Holonic and Multi Agent Systems for Manufacturing written by Vladimir Marik and published by Springer Science & Business Media. This book was released on 2003-08-18 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing complexity of manufacturing systems as well as the overall demands for flexible and fault-tolerant control of production processes stimulates (among many others) two key emerging technologies that are already making an important breakthrough in the field of intelligent manufacturing, control, and diagnostics. These two paradigms are: • the holonic approach based on the event-driven control strategy, usually aimed at modular control systems that are directly physically linked with the manufacturing hardware equipment, and • the multi-agent approach developed in the area of distributed information processing. The research communities working in both these fields are approaching the problem of intelligent manufacturing from different viewpoints and, until recently, to a certain extent, in an independent way. We can however observe quite a clear convergence of these fields in the last few years: the communities have started to cooperate, joining efforts to solve the painful problems involved in achieving effective industrial practice. We can see convergence in the terminology, standards and methods being applied.

Download or read book Multi Agent Systems and Applications IV written by Michal Pechoucek and published by Springer. This book was released on 2005-10-03 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of the CEEMAS conference series is to provide a biennial forum for the presentation of multi-agent research and development results. With its p- ticular geographicalorientation towards Central and Eastern Europe, CEEMAS has become an internationally recognised event with participants from all over the world. After the successful CEEMAS conferences in St. Petersburg (1999), Cracow (2001) and Prague (2003), the 2005 CEEMAS conference takes place in Budapest. The programme committee of the conference series consists of est- lished researchers from the region and renowned international colleagues, sh- ing the prominent rank of CEEMAS among the leading events in multi-agent systems. In the very competitive ?eld of agent oriented conferences and workshops nowadays(suchasAAMAS,WI/IAT,EUMAS,CIA,MATES)thespecialpro?le of CEEMAS is that it is trying to bridge the gap between applied research achievements and theoretical research activities. Our ambition is to provide a forum for presenting theoretical research with an evident application potential, implemented application prototypes and their properties, as well as industrial case studies of successful (but also unsuccessful) agent technology deployments. This is why the CEEMAS proceedings volume provides a collection of research and application papers. The technical research paper section of the proceedings (see pages 11–499) contains pure research papers as well as research results in application settings while the application papers section (see pages 500–530) contains papers focused on application aspects. The goal is to demonstrate the real life value and commercial reality of multi-agent systems as well as to foster communication between academia and industry in this ?eld.

Download or read book Multi Axis Spindle Turning written by Barbara Dill and published by Schiffer Publishing. This book was released on 2018 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the art of multi-axis spindle turning! This book offers a strategy for understanding multi-axis turning and the many options available to create unique forms. Dill, a self-professed "experimental turner," takes readers step by step through this complex area of turning. Working in multiple axes on a spindle can be confusing, but as Dill teaches the "hows" of turning spindles as systematic building blocks for future work, turners can finally make this skill their own. Hundreds of photos and diagrams offer detailed guidance, and explain the variables--axis placement, profile, orientation of the new axis to the center axis, and so on--and how they apply to each "quadrant" of multi-axis work. Split and thermed turning methods, planning tips, tricks of the trade, and a three-sided cup or vase project help you succeed. Concepts come to life as Dill shows examples of not only her work, but the work of other expert turners.

Download or read book Multi Unit Leadership written by Jim Sullivan and published by . This book was released on 2011-06-23 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Unit Leadership is the best-selling book used in over 170,000 businesses worldwide. Managing multiple units requires significantly different skills than managing just one. This book details those skills in seven distinct stages and shares the best practices from successful multiunit leaders worldwide. Perfect for regional managers and franchisees who need to know the difference between hands-on management and indirect influence. Written in a detailed and fun format perfect for today's Digital Age leaders, Multiunit Leadership examines the unique role and requirements of managers who are responsible for two to forty units. Our research with over 500 successful Multi-Unit Leaders (MULs) reveals the best practices and unique expertise that differentiates high-performing mulitunit leaders from average ones. Chockablock-full of specific examples, expert opinion and case-study scenarios, the seven leadership stages outlined in the book include: Brand Ambassador, Servant Leadership, Marketing Guru, Head Coach, Talent Scout, Synergist and Goal-Getter. You'll learn how to better manage time and projects, how to develop stronger teams, how to get maximum impact from your store visits, and how to consistently build sales by working smarter, not harder. Readers can assess their own strengths and challenges compared to the industry's best MULs at the end of each chapter and compile their own best practices relative to people, performance, and productivity. Companies using the book include McDonald's, American Express, Coca-Cola, Starbucks, Target, Jiffy Lube, Supercuts, Applebee's, and Sam's Club.

Download or read book The Multi Hyphen Method written by Emma Gannon and published by Hodder Paperbacks. This book was released on 2019-05-02 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: For fans of Gretchen Rubin's Four Tendencies, Tim Ferris's 4-Hour Work Week and the author and entrepreneur Gary Vaynerchuk 'It was a pleasure to read... the way we all work is going to change in the coming years' Richard Branson The world of work is changing - so how do you keep up? You have the ability to make money on our own terms, when and where you want - but where do you start? If you've been itching to convert your craft into a career, or your side-hustle into a start up, then The Multi-Hyphen Method is for you. In The Multi-Hyphen Method award-winning blogger / social media editor / podcast creator, Emma Gannon, teaches that it doesn't matter if you're a part-time PA with a blog, or a nurse who runs an online store in the evenings - whatever your ratio, whatever your mixture, we can all channel our own entrepreneurial spirit to live more fulfilled and financially healthy lives. The internet and our phones mean we can work wherever, whenever and allows us to design our own working lives. Forget the outdated stigma of being a jack of all trades, because having many strings to your bow is essential to get ahead in the modern working world. We all have the skills necessary to work less and create more, and The Multi-Hyphen Method is the source of inspiration you need to help you navigate your way towards your own definition of success.

Download or read book Multi Cloud for Architects written by FLORIAN. KLEIN KLAFFENBACH (MARKUS. SUNDARESAN, SURESH.) and published by Packt Publishing. This book was released on 2019-01-31 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your one-stop guide to work with multiple cloud service providers Key Features A practical step-by-step guide that will teach you to architect effective Cloud computing solutions and services efficiently You will learn the key differences in both platforms and how you can interconnect them to each other Eliminate the pain-points of architecting, interconnect and managing multi-cloud services and solutions. Book Description With the passing of time and with technology evolving, organizations all around the globe, from small- to medium-sized enterprises through to companies that are fully equipped, have started migrating or adapting to cloud computing. If you are looking at adapting entirely to any cloud and its services, this book will be your go-to guide to find perfect solutions, irrespective of the size of your infrastructure. This book will teach you effective solutions for overcoming various implementation scenarios. Our book covers two major cloud platforms (AWS and Azure) and provides practical use cases. You will start by designing the building blocks for infrastructure solutions that will involve core cloud platform services, such as compute, networking, storage, and identity, through various cloud providers. You will be able to plan and design solutions across major cloud providers and streamline interconnections and identities. Finally, you will understand the differences between, and the behavior of, both platforms, and you will be able to plan interconnects and identities for single-instance management. By the end of this book, you will know everything you need in order to be able to architect a multi-cloud solution for your organization. What you will learn Get to grips with different cloud offerings according to service and availability model Choose your cloud model, depending on real-world requirements Become familiar with interconnecting and designing multi-cloud solutions according to network, identity, and application Interconnect major cloud providers and frameworks, such as Microsoft Azure/Azure Stack, and AWS, and manage hosting solutions Resolve key show stoppers in a multi-cloud environment Familiarize yourself with example architectures based on real-world projects and solutions Who this book is for If you are a Cloud Architect, Solutions architect, system/network administrator, or a DevOps engineers aware of Cloud solutions and keen to successfully architect them to your organization then, this book is for you.

Download or read book Multiple Muscle Systems written by Jack M. Winters and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: The picture on the front cover of this book depicts a young man pulling a fishnet, a task of practical relevance for many centuries. It is a complex task, involving load transmission throughout the body, intricate balance, and eye head-hand coordination. The quest toward understanding how we perform such tasks with skill and grace, often in the presence of unpredictable pertur bations, has a long history. However, despite a history of magnificent sculptures and drawings of the human body which vividly depict muscle ac tivity and interaction, until more recent times our state of knowledge of human movement was rather primitive. During the past century this has changed; we now have developed a considerable database regarding the com position and basic properties of muscle and nerve tissue and the basic causal relations between neural function and biomechanical movement. Over the last few decades we have also seen an increased appreciation of the impor tance of musculoskeletal biomechanics: the neuromotor system must control movement within a world governed by mechanical laws. We have now col lected quantitative data for a wealth of human movements. Our capacity to understand the data we collect has been enhanced by our continually evolving modeling capabilities and by the availability of computational power. What have we learned? This book is designed to help synthesize our current knowledge regarding the role of muscles in human movement. The study of human movement is not a mature discipline.