Multi

Author : Igor Aizenberg
Publisher : Springer Science & Business Media
ISBN 13 : 3642203523
Total Pages : 273 pages
Book Rating : 4.27/5 ( download)

DOWNLOAD NOW!

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.

Author : José Figueira
Publisher : Springer Science & Business Media
ISBN 13 : 9780387230672
Total Pages : 1100 pages
Book Rating : 4.7X/5 ( download)

DOWNLOAD NOW!

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.

Author : Susan Dennard
Publisher : Harper Collins
ISBN 13 : 0062083317
Total Pages : 186 pages
Book Rating : 4.19/5 ( download)

DOWNLOAD NOW!

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.

Author : Gade Pandu Rangaiah
Publisher : World Scientific
ISBN 13 : 9812836519
Total Pages : 454 pages
Book Rating : 4.19/5 ( download)

DOWNLOAD NOW!

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.

Author : Dimitar Kondev
Publisher : John Wiley & Sons
ISBN 13 : 1119251788
Total Pages : 408 pages
Book Rating : 4.81/5 ( download)

DOWNLOAD NOW!

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.

Author : Lotfi Azzabi
Publisher : Springer Nature
ISBN 13 : 3030572625
Total Pages : 92 pages
Book Rating : 4.24/5 ( download)

DOWNLOAD NOW!

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.

Author : Gade Pandu Rangaiah
Publisher : John Wiley & Sons
ISBN 13 : 1118341686
Total Pages : 487 pages
Book Rating : 4.81/5 ( download)

DOWNLOAD NOW!

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.

Author : Vadim Malvone
Publisher : Springer Nature
ISBN 13 : 3031432649
Total Pages : 571 pages
Book Rating : 4.44/5 ( download)

DOWNLOAD NOW!

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.

Author : Wenwu Yu
Publisher : John Wiley & Sons
ISBN 13 : 1119246229
Total Pages : 411 pages
Book Rating : 4.20/5 ( download)

DOWNLOAD NOW!

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

Author : Piotr Jedrzejowicz
Publisher : Springer
ISBN 13 : 3642134807
Total Pages : 460 pages
Book Rating : 4.07/5 ( download)

DOWNLOAD NOW!

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 460 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.