Mathematical theory of computation Books
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Solving the Dynamic Complexity Dilemma:
Book SynopsisDynamic complexity results from hidden, unknown factors—or more precisely, interactions between factors—that can unexpectedly impact the performance of systems. When the influences of dynamic complexity are not measured and understood, new never-seen-before behaviors can come as unwelcomed surprises, which disrupt the performance of systems. Left alone, processes that were once prized for their efficiency unexpectedly begin to degrade—costs increase, while volumes and quality decline. Evidence of problems may come too late for effective resolution as technology advancements induce rapid change and compress the time available to react to that change. The results of dynamic complexity are always negative and unmanaged dynamic complexity can bring business or global systems to the point of sudden chaos. The 2009 H1N1 pandemic, 2008 Credit Crunch and 2011 Fukushima Daiichi nuclear disaster are global examples of the dangers of undiagnosed dynamic complexity.With increasing frequency executive leaders today are discovering that their business and IT system performance levels are not meeting expectations. In most cases these performance deficiencies are caused by dynamic complexity, which lies hidden like a cancer until the symptoms reveal themselves—often when it is too late to avoid negative impacts on business outcomes. This book examines the growing business problem of dynamic complexity and presents a path to a practical solution. To achieve better predictability, organizations must be able to expose new, dangerous patterns of behavior in time to take corrective actions and know which actions will yield the optimal results. The book authors promote new methods of risk management that use data collection, analytics, machine learning and automation processes to help organizations more accurately predict the future and take strategic actions to improve performance outcomes. The presented means of achieving this goal are based upon the authors’ practical experiences, backed by scientific principles, and results achieved through consulting engagements with over 350 global organizations.Table of ContentsIntroducing and understanding the challenge.- Probability of uncertainty; Complexity Dynamics and how they can drag down the efficiency of a business.- Mathematics and Modeling.- Introduction to patterns, dynamic patterns and compound patterns.- Perturbation theory helps us.- Emulative deconstruction theory.- The components and characteristics of the solution.- Introduction to the WATCHWEB.- Proposed methodology for the WATCHWEB.- Conclusion.
£84.99
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Object-Process Methodology: A Holistic Systems Paradigm
Book SynopsisObject-Process Methodology (OPM) is an intuitive approach to systems engineering. This book presents the theory and practice of OPM with examples from various industry segments and engineering disciplines, as well as daily life. OPM is a generic, domain independent approach that is applicable almost anywhere in systems engineering.Table of ContentsI Foundations of Object-Process Methodology.- 1 A Taste of OPM.- 1.1 The Wedding Example: A Sneak Preview of OPM.- 1.2 OPM Building Blocks: Objects, Processes, and States.- 1.3 Specialization and Inheritance.- 1.4 Aggregation and the Result Link.- Summary.- Problems.- 2 Object-Process Diagrams.- 2.1 Objects and Aggregation.- 2.2 Structural Relations and Structural Links.- 2.3 Processes and Procedural Links.- 2.4 System Diagram: The Top-Level OPD.- 2.5 Zooming into the Transaction Executing Process.- 2.6 The OPD Set.- 2.7 How to Read an OPD.- 2.7.1 Flow of Control.- 2.7.2 The Timeline in OPDs.- 2.7.3 Object States and Conditions.- 2.8 Completing the In-Zoomed Transaction Executing OPD.- 2.8.1 Logical XOR, AND, and OR Operators.- 2.8.2 The System Map.- 2.8.3 The Ultimate OPD.- 2.8.4 Zooming Out of Transaction Executing.- Summary.- Problems.- 3 Object-Process Language.- 3.1 Motivation for a Language.- 3.1.1 Real-Time Textual Feedback.- 3.1.2 Closing the Requirements-Implementation Gap.- 3.2 Structural Links and Structure Sentences.- 3.2.1 The First OPL Sentence.- 3.2.2 The First OPL Aggregation Sentence.- 3.3 The OPL Paragraph and the Graphics-Text Principle.- 3.3.1 Extending the OPL Paragraph.- 3.3.2 Enabling Sentences.- 3.3.3 Transformation Sentences.- 3.3.4 The SD Paragraph.- 3.4 More OPL Sentence Types.- 3.4.1 State Enumeration and Condition Sentences.- 3.4.2 AND, XOR, and OR Logical Operators.- 3.4.3 The SD1 Paragraph.- 3.4.4 In-Zooming and Out-Zooming Sentences.- 3.5 Boolean Objects and Determination Sentence.- 3.5.1 Boolean Condition Sentences.- 3.5.2 Compound Condition Sentences.- 3.5.3 State-Specified Generation Sentence.- 3.5.4 Converting a Dual-State Object into a Boolean Object.- 3.6 OPD-OPL Item Pairs and Synergy.- Summary.- Problems.- 4 Objects and Processes.- 4.1 Existence, Things, and Transformations.- 4.1.1 Objects.- 4.1.2 Transformation and Processes.- 4.2 Processes and Time.- 4.2.1 Cause and Effect.- 4.2.2 Syntactic vs. Semantic Sentence Analysis.- 4.2.3 The Process Test.- 4.3 Things.- 4.3.1 Things and Entities.- 4.3.2 The Perseverance of Things.- 4.3.3 The Essence of Things.- 4.3.4 Symbolizing Physical Things.- 4.3.5 The Origin of Things.- 4.3.6 The Complexity of Things.- 4.3.7 Thing Types.- 4.3.8 The Relativity of Object and Process Importance.- 4.3.9 Object and Process Naming.- 4.4 Informatical Objects.- 4.4.1 Telling Informatical and Physical Objects Apart.- 4.4.2 Systems and Information Systems.- 4.4.3 Translation of Informatical Objects.- 4.4.4 Toward “Pure” Informatical Objects.- 4.5 Object Identity.- 4.5.1 Change of State or Change of Identity?.- 4.5.2 Classes and Instances of Objects and Processes.- Summary.- Problems.- II Concepts of OPM Systems Modeling.- 5Dynamics.- 5.1 States.- 5.1.1 Object States and Status.- 5.1.2 Change and Effect.- 5.1.3 Explicit and Implicit Status Representations.- 5.1.4 The Input, Output, and Effect Links.- 5.1.5 State Suppression and the Effect Link.- 5.1.6 State Expression.- 5.2 Existence and Transformation.- 5.2.1 Result and Consumption Links.- 5.2.2 Procedural Links, Enablers, and Transformées.- 5.2.3 Enablers.- 5.2.4 Agents.- 5.2.5 Instruments.- 5.2.6 Enabling Links.- 5.2.7 Transformées.- 5.2.8 Odd Man Out: The Invocation Linkt.- 5.3 Object Roles with Respect to a Process.- 5.3.1 Enablers and Affectees.- 5.3.2 The Involved, Preprocess, and Postprocess Object Sets.- 5.3.3 Condition and Agent Condition Links.- 5.3.4 Operator, Operand, and Transform?.- Summary.- Problems.- 6Structure.- 6.1 Structural Relations.- 6.1.1 Structural Links.- 6.1.2 Structural Relation Directions.- 6.1.3 Unidirectional Structural Link.- 6.1.4 OPD Sentences.- 6.1.5 The Reciprocity of a Structural Relation.- 6.1.6 Null Tags and Their Default OPL Reserved Phrases.- 6.1.7 Structural Relations as Static Verbs.- 6.2 Participation Constraints and Cardinality.- 6.2.1 Participation Constraints.- 6.2.2 Parameterized Participation Constraints.- 6.2.3 Range Participation Constraints.- 6.2.4 Shorthand Notations and Reserved Phrases.- 6.2.5 Cardinality.- 6.2.6 Participation Constraints in Procedural Relations.- 6.3 The Distributive Law and Forks.- 6.3.1 Forks.- 6.3.2 Fork Degree.- 6.3.3 Fork Comprehensiveness.- 6.4 The Transitivity of Structural Relations.- 6.5 The Four Fundamental Structural Relations.- Summary.- Problems.- 7Aggregation and Exhibition.- 7.1 Aggregation-Participation: Underlying Concepts.- 7.1.1 Aggregation-Participation as a Tagged Structural Relation.- 7.1.2 The Aggregation-Participation Symbol.- 7.1.3 Sets and Order.- 7.1.4 Aggregate Naming.- 7.1.5 Aggregating Processes.- 7.2 Aggregation Hierarchy and Comprehensiveness.- 7.2.1 Aggregation Hierarchy.- 7.2.2 Aggregation Comprehensiveness.- 7.2.3 Parameterized Participation Constraints.- 7.2.4 Participation Level and Aggregational Complexity.- 7.3 Exhibition-Characterization: Underlying Concepts.- 7.3.1 The Name Exhibition-Characterization.- 7.3.2 The Exhibition-Characterization Symbol.- 7.3.3 Attribute and Operation Are Features.- 7.3.4 Exhibition Complexity.- 7.4 Features in 00 vs. OPM.- 7.5 The Four Thing-Feature Combinations.- 7.5.1 The Object-Attribute Combination.- 7.5.2 The Object-Operation Combination.- 7.5.3 The Process-Attribute Combination.- 7.5.4 Process-Operation Combination.- 7.6 The Feature Hierarchy.- 7.7 Feature-Related Natural Language Issues.- 7.7.1 Attribute Naming Dilemmas.- 7.7.2 Reserved Objects and the Measurement Unit Reserved Object.- 7.7.3 Continuous Values and Multi-Valued Attributes.- 7.7.4 Mathematical Inequalities in OPM.- 7.8 Reflective Metamodeling of an Attribute.- 7.8.1 The Size of an Attribute.- 7.8.2 The Mode of an Attribute.- 7.8.3 The Touch of an Attribute.- 7.8.4 The Source of a Feature.- 7.8.5 The Operation a Feature Carries.- Summary.- Problems.- 8 Generalization and Instantiation.- 8.1 Generalization-Specialization: Introduction.- 8.1.1 Specialization Symbol and Sentence.- 8.1.2 Process Specialization.- 8.2 Inheritance.- 8.2.1 Feature Inheritance.- 8.2.2 Structural Relations Inheritance.- 8.2.3 Procedural Link Inheritance.- 8.2.4 State Inheritance.- 8.2.5 State Specialization.- 8.2.6 Process Specialization.- 8.2.7 Generalization Complexity.- 8.3 Qualification.- 8.3.1 Qualification Inheritance.- 8.3.2 Multiple Qualification Inheritance.- 8.4 Classification-Instantiation.- 8.4.1 Classes and Instances.- 8.4.2 The Relation Between Instantiation and Specialization.- 8.4.3 The Relativity of Instance.- 8.4.4 Instance Qualification.- 8.4.5 Process Instances.- 8.4.6 Classification Complexity.- 8.5 Modifiers and Instances.- 8.5.1 Natural Language Modifiers and Shortcuts.- 8.5.2 Adjectives and Attributes.- 8.5.3 Adverbs and Operations.- 8.6 Specializations of the Involved Object Set Members.- 8.7 Non-Comprehensiveness.- 8.7.1 Non-Comprehensiveness of Fundamental Structural Relations.- 8.7.2 Non-Comprehensiveness of States and Values.- Summary.- Problems.- 9 Managing Systems’ Complexity.- 9.1 The Need for Complexity Management.- 9.1.1 Middle-Out as the De-Facto Architecting Practice.- 9.1.2 Determining the Extent of Refinement.- 9.1.3 Towards Quantifying Complexity.- 9.2 Divide and Conquer: By Aspects or by Details?.- 9.2.1 Why is Detail Decomposition Good?.- 9.2.2 When Should a New OPD Be Created?.- 9.3 The Attributes of Scaling.- 9.3.1 The Purpose of Scaling.- 9.3.2 The Mode of Scaling.- 9.3.3 Controlling Visibility by In- and Out-Zooming.- 9.3.4 The Distributivity of Procedural Links.- 9.3.5 Unfolding and Folding.- 9.3.6 State Expressing and Suppressing.- 9.3.7 Primary and Secondary Operands.- 9.4 Abstracting.- 9.4.1 Consolidating.- 9.4.2 Zoom consolidating.- 9.4.3 Paths and Path Labels.- 9.4.4 Zoom Consolidating Pitfalls.- 9.4.5 Zoom Consolidating Conditions.- 9.4.6 Fold Consolidating.- 9.5 What Happens to Procedural Links During Abstracting?.- 9.5.1 Procedural Link Precedence.- 9.5.2 Semi-Folding and Semi-Unfolding.- 9.5.3 Selective Semi-Folding and Semi-Unfolding.- 9.6 Looking at the Big Picture: The System Map and the OPM Construct Pairs.- Summary.- Problems.- III Building Systems with OPM.- 10 Systems and Modeling.- 10.1 Defining Systems.- 10.1.1 Some Existing Definitions.- 10.1.2 Function.- 10.1.3 The Various Functions of Stone.- 10.2 System Defined.- 10.2.1 System as a Relative Term.- 10.2.2 System as a Subjective Term.- 10.2.3 The Function of Naturaland Artificial Systems.- 10.3 Goal, Concept, and Function.- 10.3.1 The Intent and Goal of Artificial Systems.- 10.3.2 Telling System Function and Dynamics Apart.- 10.3.3 Function, Structure, and Behavior.- 10.4 System Architecture.- 10.4.1 Function vs. Dynamics.- 10.4.2 The Concept Behind a System.- 10.4.3 The Origin and Essence of Systems.- 10.5 Objects, Systems, and Products.- 10.5.1 Product Defined.- 10.5.2 The Object-System-Product Hierarchy.- 10.5.3 Goods, Services, and Projects.- 10.6 Documenting Functions of the System Architecture.- 10.6.1 The Function Hierarchy.- 10.6.2 Function Boxes and Function Sentences.- 10.6.3 Functionality.- 10.7 From Systems to Models.- 10.7.1 Some Model Definitions.- 10.7.2 Model Defined.- 10.8 Modeling Paradigms.- 10.8.1 Natural Language as a Modeling Tool.- 10.8.2 Mathematical and Symbolic Modeling.- 10.8.3 Graphic Modeling and Knowledge Representation.- 10.9 Reflective Metamodeling.- Summary.- Problems.- 11 System Lifecycle and Evolution.- 11.1 System Lifecycle.- 11.1.1 Lifecycle of Artificial Systems.- 11.1.2 Software and Product Development Processes.- 11.2 Systems Analysis and the Scientific Method.- 11.3 Categorization vs. Interdisciplinarity.- 11.4 System Engineering and the Role of the System Architect.- 11.5 An OPM Model of System Lifecycle Phases.- 11.5.1 Top-Level Description of System Evolution.- 11.5.2 Initiating the System.- 11.5.3 Developing the System.- 11.5.4 Analyzing.- 11.5.5 The Refining-Abstracting Cycles.- 11.5.6 Designing.- 11.5.7 The Waterfall Model vs. Iterative and Incremental Development.- 11.5.8 Deploying the System.- 11.6 Zooming into Analyzing.- 11.7 Zooming into Designing and Implementing.- 11.8 From Design to Implementation.- Summary.- Problems.- 12 States and Values.- 12.1 State-specified Objects and Links.- 12.1.1 Initial, Ultimate and Default States.- 12.1.2 The Transformation Attribute of a Process.- 12.1.3 Object as a Role Player for State.- 12.1.4 State Maintaining Processes.- 12.1.5 Sentences and Phrases of States and Values.- 12.1.6 Single Value Sentence.- 12.2 Telling States Apart from Values.- 12.3 Metamodeling the Attributes of Value and Their States.- 12.3.1 Numeric and Symbolic Values.- 12.3.2 Mapping Object States onto Attribute Values.- 12.4 Compound States and State Space.- 12.4.1 The Attribute Feasibility Matrix.- 12.4.2 Logical Compound States.- Summary.- Problems.- 13 Advanced OPM Concepts.- 13.1 Real-Time Issues.- 13.1.1 Sequential vs. Parallel Process Execution.- 13.1.2 Process Synchronization.- 13.1.3 Events.- 13.1.4 Chronon and Event.- 13.1.5 Basic Triggering Event Types.- 13.2 Process and State Duration.- 13.3 Processing states.- 13.4 Probability in Procedural Relations.- 13.5 Scope and Name Disambiguation.- 13.5.1 The Fundamental DAG.- 13.5.2 Scope of an Object.- 13.6 The Reserved Words “of” and “which”.- 13.6.1 The Reserved Word “of” and the Dot Operator.- 13.6.2 Using “of” with Tagged Structural Relations.- 13.6.3 The Reserved Word “which”.- 13.6.4 Operation: A Process Without Side Effect.- 13.7 Structure-Related Issues.- 13.7.1 Transitivity Strength.- 13.7.2 Hamiltonian Distance.- 13.7.3 The Fractal Relation.- 13.7.4 Covariance and Contravariance.- 13.8 OPM Metamodeling Issues.- 13.8.1 AMetamodelofThing.- 13.8.2 The Specialization-Specification Hierarchy.- 13.8.3 A Refined Generic Processing Model.- 13.8.4 Time Exception Handling.- 13.9 The OPM Construct Hierarchy.- Summary.- Problems.- 14 Systems Theory.- 14.1 The Informatics Hierarchy.- 14.1.1 Computers Are Climbing the Informatics Hierarchy.- 14.1.2 Knowledge and Understanding.- 14.2 Ontology.- 14.3 General Systems Theory.- 14.3.1 A Brief History of General Systems Theory.- 14.3.2 The Hierarchy of System Levels.- 14.4 Autopoietic vs. Allopoietic Systems.- 14.5 Systems and Humans.- 14.6 Systems Theory Characteristics.- 14.6.1 Previously Defined Characteristics.- 14.6.2 System, Environment and Beneficiaries.- 14.6.3 Control and Feedback.- 14.7 Classical Physics vs. Quantum Theory.- 14.7.1 Visualization.- 14.7.2 Causality.- 14.7.3 Locality.- 14.7.4 Self-Identity.- 14.7.5 Objectivity.- 14.8 Objectifying: Converting a Process into an Object.- Summary.- Problems.- 15 Object-Oriented Modeling.- 15.1 The Evolution of System Analysis Methods.- 15.1.1 Data Flow Diagrams.- 15.1.2 Entity-Relationship Diagrams and Their Combination with DFD.- 15.1.3 The Object-Oriented Paradigm.- 15.2 Pre-UML Object-Oriented Methods.- 15.2.1 Object Modeling Technique.- 15.2.2 Object-Oriented Software Engineering.- 15.2.3 Object-Oriented Analysis and Object-Oriented Design.- 15.2.4 Object-Oriented Systems Analysis.- 15.2.5 Object-Oriented Analysis & Design.- 15.2.6 Object Life-Cycles.- 15.2.7 The Booch Method.- 15.2.8 MOSES.- 15.2.9 The Fusion Method.- 15.2.10 OPEN Modeling Language.- 15.3 Unified Modeling Language-UML.- 15.4 Metamodeling in OO Methods.- 15.5 OO Methods - A Summary.- 15.6 Software Development Approaches and Trends.- 15.6.1 Aspect-Oriented Programming.- 15.6.2 The Rational Unified Process.- 15.6.3 Extreme Programming.- 15.6.4 Agile Modeling.- 15.7 Challenges for OO Methods.- 15.7.1 A Historic Perspective.- 15.7.2 The Encapsulation Challenge.- 15.7.3 The Model Multiplicity Challenge.- 15.7.4 Empirical Evidence of the Model Multiplicity Problem.- 15.7.5 The Complexity Management Challenge.- 15.8 OPM and OO.- 15.8.1 The UML 2.0 Initiative.- 15.8.2 Systemantica: an OPM Supporting Tool.- 15.8.3 OPM Applications and Research: Present and Future.- Summary.- Problems.- Appendix A: The ATM System.- References.
£49.99
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Arithmetik: Aus der Reihe The Art of Computer
Book SynopsisDas Buch Arithmetik ist eine Übersetzung des vierten Kapitels der legendären Werkreihe "The Art of Computer Programming" von Donald E. Knuth in der neuesten Fassung. Es handelt sich um eine umfangreiche Einführung in die Computeralgebra, die den neuesten Stand der Forschung berücksichtigt. Donald E. Knuth versteht es, die Algorithmen didaktisch sehr geschickt und ohne Kompromisse bei der Strenge aufzubereiten. Das Buch enthält außerdem Hunderte von Aufgaben verschiedener Schwierigkeitsgrade mit Lösungen. Der Übersetzer, Prof. Dr. R. Loos, lehrt an der Universität Tübingen.Table of Contents4 — Arithmetik.- 4.1. Stellenwertsysteme.- 4.2. Gleitkomma-Aritlunetik.- 4.2.1. Einfachgenaue Rechnungen.- 4.2.2. Genauigkeit der Gleitkonuna-Arithmetik.- *4.2.3. Doppeltgenaue Rechnungen.- 4.2.4. Verteilung von Gleitkomrnazahlen.- 4.3. Mehrfachgenaue Aritlunetik.- 4.3.1. Die klassischen Algorithmen.- *4.3.2. Modulare Aritlnnetik.- *4.3.3. Wie schnell könn en wir multiplizieren?.- 4.4. Basiswechsel.- 4.5. Rationale Arithmetik.- 4.5.1. Brüche.- 4.5.2. Der größte gemeinsame Teiler.- *4.5.3. Analyse des euklidschen Algorithmus.- 4.5.4. Zerlegung in Prirnfaktoren.- 4.6. Polynornarithmetik.- 4.6.1. Division von Polynomen.- *4.6.2. Faktorisierung von Polynomen.- 4.6.3. Auswertung von Potenzen.- 4.6.4. Auswertung von Polynomen.- *4.7. Operationen an Potenzreihen.- Lösungen zu den Übungsaufgaben.- Anhang A — Tafeln numerischer Größen.- 1. Fundamentale Konstanten (dezimal).- 2. Fundamentale Konstanten (oktal).- 3. Harrnonische Zahlen , Bernoulli-Zahlen, Fibonacci-Zahlen.- Anhang B — Index der Bezeichnungen.- Index und Glossar.
£44.99
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Software Development and Reality Construction
Book SynopsisThe present book is based on the conference Software Development and Reality Construction held at SchloB Eringerfeld in Germany, September 25 - 30, 1988. This was organized by the Technical University of Berlin (TUB) in cooperation with the German National Research Center for Computer Science (GMD), Sankt Augustin, and sponsored by the Volkswagen Foundation whose financial support we gratefully acknowledge. The conference was an interdisciplinary scientific and cultural event aimed at promoting discussion on the nature of computer science as a scientific discipline and on the theoretical foundations and systemic practice required for human-oriented system design. In keeping with the conversational style of the conference, the book comprises a series of individual contributions, arranged so as to form a coherent whole. Some authors reflect on their practice in computer science and system design. Others start from approaches developed in the humanities and the social sciences for understanding human learning and creativity, individual and cooperative work, and the interrelation between technology and organizations. Thus, each contribution makes its specific point and can be read on its own merit. But, at the same time, it takes its place as a chapter in the book, along with all the other contributions, to give what seemed to us a meaningful overall line of argumentation. This required careful editorial coordination, and we are grateful to all the authors for bearing with us throughout the slow genesis of the book and for complying with our requests for extensive revision of some of the manuscripts.Table of ContentsPrologue.- 1 Thinking About Computer Science.- 1.1 Human Questions in Computer Science.- 1.2 Learning from our Errors.- 2 Living Computer Science.- 2.1 The Technical and the Human Side of Computer Science.- 2.2 Hermeneutics and Path.- 2.3 Computing: Yet Another Reality Construction.- 2.4 How Many Choices Do We Make? How Many Are Difficult?.- 2.5 From Scientific Practice to Epistemological Discovery.- 3 On Reality Construction.- 3.1 Self-Organization and Software Development.- 3.2 Software Development as Reality Construction.- 3.3 The Idea that Reality is Socially Constructed.- 4 Learning to Know.- 4.1 Scientific Expertise as a Social Process.- 4.2 How to Communicate Proofs or Programs.- 4.3 Making Errors, Making Sense, Making Use.- 4.4 Artifacts in Software Design.- 5 Computer Science and Beyond.- 5.1 The Denial of Error.- 5.2 Towards a New Understanding of Data Modelling.- 5.3 A Reappraisal of Information Science.- 6 Understanding the Computer Through Metaphors.- 6.1 Perspectives and Metaphors for Human-Computer Interaction.- 6.2 Software Tools in a Programming Workshop.- 6.3 Soft Engines — Mass-Produced Software for Working People?.- 6.4 Artificial Intelligence: A Hermeneutic Defense.- 7 Designing for People.- 7.1 Shared Responsibility: A Field of Tension.- 7.2 A Subject-Oriented Approach to Information Systems.- 7.3 Anticipating Reality Construction.- 7.4 On Controllability.- 7.5 Work Design for Human Development.- 8 Epistemological Approaches to Informatics.- 8.1 Truth and Meaning Beyond Formalism.- 8.2 Informatics and Hermeneutics.- 8.3 Language and Software, or: Fritzl’s Quest.- 8.4 Activity Theory as a Foundation for Design.- 8.5 Reflections on the Essence of Information.- Epilogue.- List of Authors.
£66.49
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Logic, Language, Information, and Computation: 21st International Workshop, WoLLIC 2014, Valparaíso, Chile, September 1-4, 2014. Proceedings
Edited in collaboration with FoLLI, the Association of Logic, Language and Information this book constitutes the refereed proceedings of the 21st Workshop on Logic, Language, Information and Communication, WoLLIC 2014, held in Valparaiso, Chile, in September 2014. The 15 contributed papers presented together with 6 invited lectures were carefully reviewed and selected from 29 submissions. The focus of the workshop was on the following subjects Inter-Disciplinary Research involving Formal Logic, Computing and Programming Theory, and Natural Language and Reasoning.
£39.99
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Introduction to Evolutionary Computing
Book SynopsisThe overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field.The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.Trade Review“This book aims to give a thorough introduction to evolutionary computing, covering techniques and methodological issues. … the book does a good job of giving a general overview of the field. It assumes very little initial knowledge and the breath of its coverage is very impressive. … the supporting website does contain suggested further reading for each of the chapters.” (Barry Wilkes, bcs The Chartered Institute for IT, bcs.org, May, 2016)“This second edition of the book under review is very timely and corresponds to Evolutionary Computation (EC)’s status as an established methodology. … The chapter subdivision into different algorithms used in the first edition … has been replaced by a more suitable student/researcher-oriented approach; this is also supported by the website www.evolutionarycomputation.org, which contains a trove of exercises, slides and extra bibliographic references.” (Anna I. Esparcia-Alcázar, Mathematical Reviews, May, 2016)“Introduction to Evolutionary Computing is an excellent and readable text that should find a place on the bookshelf of anyone who researches and/or teaches in this domain. Suitable for a graduate course or upper-level undergraduate course in Evolutionary Computing, it is also a superior and well-organized reference book. … papers and presentations cited in the text provide a marvelous literature review. … The clarity of exposition and detail are excellent … .” (Jeffrey L. Popyack, Genetic Programming and Evolvable Machines, Vol. 17 (2), 2016)Table of ContentsProblems to Be Solved.- Evolutionary Computing: The Origins.- What Is an Evolutionary Algorithm?.- Representation, Mutation, and Recombination.- Fitness, Selection, and Population Management.- Popular Evolutionary Algorithm Variants.- Hybridisation with Other Techniques: Memetic Algorithms.- Nonstationary and Noisy Function Optimisation.- Multiobjective Evolutionary Algorithms.- Constraint Handling.- Interactive Evolutionary Algorithms.- Coevolutionary Systems.- Theory.- Evolutionary Robotics.- Parameters and Parameter Tuning.- Parameter Control.- Working with Evolutionary Algorithms.- References.
£39.99
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Multiagent Scheduling: Models and Algorithms
Book SynopsisScheduling theory has received a growing interest since its origins in the second half of the 20th century. Developed initially for the study of scheduling problems with a single objective, the theory has been recently extended to problems involving multiple criteria. However, this extension has still left a gap between the classical multi-criteria approaches and some real-life problems in which not all jobs contribute to the evaluation of each criterion.In this book, we close this gap by presenting and developing multi-agent scheduling models in which subsets of jobs sharing the same resources are evaluated by different criteria. Several scenarios are introduced, depending on the definition and the intersection structure of the job subsets. Complexity results, approximation schemes, heuristics and exact algorithms are discussed for single-machine and parallel-machine scheduling environments. Definitions and algorithms are illustrated with the help of examples and figures.Trade Review“It is very readable and precisely written. The major results are proved and 43 algorithmic descriptions are provided. The book contains also several numerical examples to illustrate the presented solution approaches. The book is recommended not only for researchers and practitioners working in scheduling, but also for graduate students since only basic knowledge in discrete mathematics, complexity theory, algorithms, and programming languages is required.” (Frank Werner, Mathematical Reviews, May, 2017)Table of Contents1. Multiagent Scheduling Fundamentals.- 2. Problems, Algorithms and Complexity.- 3. Single Machine Problems.- 4. Batching Scheduling Problems.- 5. Parallel Machine Scheduling Problems.- 6. Scheduling Problems with Variable Job Processing Times.- References.
£85.49
Springer Spektrum Basiswissen der mathematischen Bildbearbeitung
Book SynopsisMathematische Notation digitaler Bilder.- Skalar- und Matrixoperationen, Histogrammmanipulation.- Stochastisches Bildrauschen und Filter.- Filter zum Entrauschen und Kantenerkennung.
£11.96
Springer Computing and Combinatorics
Book Synopsis.- Approximation Algorithms..- Improved Approximation Algorithms for Combinatorial Contracts with Type Constraints..- Approximation Algorithms for the Maximum Connected Submodular Functions..- Approximating per-scenario bound for the two-stage stochastic facility location problem..- Bilevel adversarial scheduling problem on parallel machines..- A Randomized FPT Approximation Algorithm for Sorting Unsigned Genomes by Translocations: Breaking the 1.375 Approximation Barrier..- On Online Approximation Algorithms for Two-Stage Bins..- An Improved Approximation Algorithm for the Minimum k-Star Partition Problem..- Doubly Constrained Fair Clustering for General p-Norms..- Combinatorial Optimization.- Discrete Effort Distribution via Regret-Enabled Greedy Algorithm..- Improving Local Search for Weighted Partial MaxSAT by Initializing with Historical Information..- Regularized Submodular Maximization over Integer Lattice..- Adaptive Weighting-based Local Search for Route Number Minimization for Vehicle Routing Problem with Time Windows..- Computational Complexity..- Hunting a rabbit is hard..- A Nearly-4 log n Depth Lower Bound for Formulas With Restriction on Top..- Average-Case Deterministic Query Complexity of Boolean Functions with Fixed Weight..- Optimal Framework for Clustering with Noisy Queries..- Computational Geometry..- Minimum-Membership Geometric Dominating Set: Complexity and Algorithms..- New Lower Bound and Algorithm for Online Geometric Hitting Set Problem..- Erd?os-Szekeres Maker-Breaker Games..- Minimum Membership Geometric Set Cover in the Continuous Setting..- Economics and Computation..- On the Distortion of Multi-winner Election Using Single-Candidate Ballots..- Fair and Efficient Graphical Resource Allocation with Matching-Induced Utilities..- Equivalence of Connected and Peak-Pit Maximal Condorcet Domains..- On the Oscillations in Cournot Games with Best Response Strategies..- Simultaneous All-Pay Auctions with Budget Constraints..- Online Budget Allocation Maximization Problem on Two Uniform Machines with a Common Due Date.
£64.99
Springer Computing and Combinatorics
Book Synopsis.- Graph Algorithms and Graph Theory..- On the Complexity of 2-Club Cluster Editing with Vertex Splitting..- A sufficient condition for the existence of two completely independent spanning trees..- Undecidability of polynomial inequalities in subset densities and additive energies..- Approximation algorithm for prize-collecting hypergraph vertex cover with fairness constraints..- Sum-of-Max Chain Partition of a Tree..- Reconfiguring Multiple Connected Components with Size Multiset Constraints..- Fault diagnosability evaluation of BCCC data center networks..- Testing Some First-Order Logic Properties on Sparse Graphs..- Massively Parallel Approximate Steiner Tree Algorithms..- A Multi-start Variable Neighborhood Tabu Search Algorithm for the Cyclic Bandwidth Problem..- Vertex-Critical (P5, W4)-Free Graphs..- Learning and Data-Related Theory..- A Dynamic Working Set Method for Compressed Sensing..- Data Debugging is NP-hard for Classifiers Trained with SGD..- Coresets for k-Median of Lines with Group Fairness Constraints..- Redefining Entity Integration: Theoretical Insights for GNN-based Recommender Systems..- Tight Gap-Dependent Memory-Regret Trade-Off for Single-Pass Streaming Stochastic Multi-Armed Bandits..- A Robust Distributed Minimax Learning Method against Model Poisoning Attacks..- Parameterized Algorithms..- Parameterized Complexity of Influence Maximization..- Improved Parameterized Algorithms for Scheduling with Precedence Constraints and Time Windows..- Pareto Optimal Matching with Multilayer Preferences: How Hard Can It Be?..- An FPT Factor-11 Approximation Algorithm for TSP..- From Metric to General Graphs: FPT Constant-Factor Approximation Algorithms for Three Location Problems..- String Algorithms and Discrete Structures..- Revisit the Partial Coloring Method: Prefix Spencer and Sampling..- A Sparse Dynamic Programming Algorithm for Solving the Coding Sequence Design Problem..- Improved Approximation Algorithm and Hardness Result for Sorting Unsigned Strings by Symmetric Reversals..- Longest Double-Bounded (k]-tuple Common Substrings..- Finding cycle types in permutation groups with few generators..- Counting overlapping pairs of words.
£64.99
Springer Artificial Intelligence Logic and Applications
Book Synopsis.- AI Logic Foundation..- Game Semantics for Modal Logic with Counting..- Adding concurrency to Quantum Dynamic Logic..- Lattices for Many-logics Modal Logic: constructions and representations..- A note to the construction of t-norms based on T nM..- Conditional Distributivity of S-uninorms and T-uninorms over Uninorms..- Fuzzy Integrals Induced From Semi-Quasi-Overlap (Grouping) Functions..- The Research on the multi-agent argumentation Semantics..- An exercise in Uppaal: Modelling the circadian clock of a cyanobacteria..- AI Logic Reasoning..- Semi-Quasi-Overlap Functions and Their Applications in Classifier Ensemble..- Data and Knowledge Dual-Driven Traffic Sign Recognition Algorithm..- Automatic Inspection of Static Application Security Testing (SAST) Reports via Large Language Model Reasoning..- Semantic Abstractions for Multi-label Classification..- Multi-granularity Semantic Representation and Rule-based Labeling for Relation Classification..- AI Logic Applications..- Feature Representation Learning based on Graph Curvature-revised Deep Graph Learning..- Non-negative Tensor Representation and Unsupervised Classification of Object Pose in Continuous Image Sequences..- An Optimal Scheduling Algorithm for Intelligent Embedded Heterogeneous Multicore System..- Kernel Cutset-type Possibility C-Means Algorithm for Gaussian Granularity. .- Research on Fusion Modeling for Active Magnetic Bearings Based on Mechanism and Data Driven..- Multi-Objective Waterborne Trash Tracking based on D-StrongSORT..- A Contributor-Based Segmentation Model for Open Source Software Source Code Trustworthiness Measurement..- Facilitating the Propagation of Oscillatory Signals in Cortical Networks through Mixed Resonance..- An Empirical Study for Source Code Incompatibility Between Versions of Java Open-Source Software..- Exploring Multi-source Mobile Applications Association Discovery Based on Representation Learning..- TakagiSugeno Target Recognition Algorithm Based on Global Intuitionistic Fuzzy Method..- Automated Legality Detection on Privacy Policy Based on Deep Learning..- CNN lung sound recognition and classification model based on multi-feature fusion and data enhancement..- The Specialization of AGI: Exploration of Industrial Applications for General Artificial Intelligence.
£64.99
£59.99
Springer Computing and Combinatorics
Book Synopsis.- Can the 1.375 approximation ratio of unsigned genomes distances be improved?..- An optimal absolute approximation algorithm for computing $k$ restricted shortest paths..- On Extensions of Min-k-Union..- Sublinear Algorithms for Scheduling with Chain Precedence Constraints..- Bicriteria approximation algorithms for the unit disk coverage problem..- Private Neural Network Training with Packed Secret Sharing..- k-Balanced Biclique Partition on Signed Bipartite Graphs..- Bi-criteria Sublinear Time Algorithms for Clustering with Outliers in High Dimensions..- On Sorting Signed Permutations by Flanked DCJs..- Approximating the Maximum Weight Cycle/Path Partition in Graphs with Weights One and Two..- Relations between monotone complexity measures based on decision tree complexity..- Minimum sum vertex cover: kernelization and parameterized algorithms..- Facility location game for maximizing the social satisfaction on a line..- Design and Characterization of Strategy-Proof Mechanisms for Two-Facility Game on a Line..- MPMD on Two Sources with Lookahead..- Improved Approximation Algorithms for Multiprocessor Indivisible Coflow Scheduling..- Facility Assignment with Fair Cost Sharing: Equilibrium and Mechanism Design..- 1.6-approximation algorithm for generalized traveling salesman path probem..- Assortment Planning with Sponsored Products..- NP-Completeness and Physical Zero-Knowledge Proof of Hotaru Beam..- Near-Optimal Algorithm for Supporting Small and Medium-sized Enterprises in Ad Systems..- The Complexity of Distance-$r$ Dominating Set Reconfiguration..- A characterization of uniquely representable two-directional orthogonal ray graphs..- The complexity of strong confl?ict-free vertex-connection k-colorability..- Parameterized Algorithms for Planar 2-layer Drawing by Vertex Splitting on a Given Subset..- Bipartite domination in outerplanar graphs..- Robust Matroid Bandit Optimization against Adversarial Contamination..- Nash equilibrium and price of anarchy for scheduling games based on a mixed coordination mechanism..- Trade-off Between Maximum Flow Time and Energy Intake in EV Charging..- Maximin Share Allocation under Knapsack Constraint..- On the Minimum Edge Bisection of Graph..- Random Schreier graphs as expanders..- Direct Sum Theorems From Fortification..- On Sorting by Unsigned Symmetric Reversals..- Some Results on Critical ($P_5,H$)-free Graphs..- Single machine lot scheduling to minimize maximum weighted completion time..- A Quadratic Vertex Kernel for Diamond-free Edge Deletion..- Graph convexity partizan games..- Almost optimum $ell$-covering of $mathbb{Z}_n$..- The Communication Complexity of Distributed Maximization..- Approximately Covering Vertices by Order-5 or Longer Paths..- An FPT Constant-Factor Approximation Algorithm for Correlation Clustering..- A Little Aggression Goes a Long Way..- Monotone Properties of Uncertain Graphs.
£66.49
Springer Theoretical Computer Science
Book Synopsis.- Algorithm Design..- EFX Graph Division with (Weakly) Lexicographic Preferences..- Online bottleneck matching on a ring..- learn to design greedy algorithm for NP-complete problems using neural networks..- Approximation Algorithm..- Approximation Algorithms on Linear Equalities and Inequalities mod..- Online clustering on the line with ?-th power cost variable sized clustering..- 1-line minimum ?-Steiner tree problem..- Logic..- Generalized Possibilistic CTL* Model Check with Fuzzy Temporal Logic Operators..- Medical procedures based on bayesian network and possibilistic model checking..- Artificial Intelligence Theory and Algorithm..- A Triple-Branch Frequency-Aware Network for Image Manipulation Detection..- Advances in Neural Radiance Fields for Large-Scale 3D Scene Reconstruction: A Comprehensive Review..- Chinese Medical Spoken Language Understanding Based on Prototypical Modification Network and Contrastive Learning..- Algorithm Application..- Hierarchical Feature Selection Method based on Sequential Backward Selection Algorithm for Fasting Blood Glucose Prediction..- Personalized Recommendation Algorithm Based on Knowledge Graphs with High-order Information.
£54.99
£59.99
£59.99
£59.99
Springer Algorithms and Architectures for Parallel Processing
Book SynopsisSteDM: Efficient Image Steganography With Diffusion Models.- BDFC:A New Flow Control Mechanism for Torus Networks.- A Hybrid Vectorized Merge Sort on ARM NEON.- An Encoder-based Framework for Privacy-preserving Machine Learning.- Load Balancing Optimizations for Distributed GMRES Algorithm.- ZKCross: An Efficient and Reliable Cross-chain Authentication Scheme Based on Lightweight Attribute-based Zero-knowledge Proof.- LSSM-SpMM: A Long-Row Splitting and Short-Row Merging Approach for Parallel SpMM on PEZY-SC3s.- A Model Inference Attack based on Random Sampling in DLaaS.- Defense Against Textual Backdoors via Elastic Weighted Consolidation-based Machine Unlearning.- Cross-Chain Transaction Auditing with Truth Discovery.- Exploring the Vulnerability of ECG-based Authentication Systems through A Dictionary Attack Approach.-LBVP: Lightweight Blockchain-based Vehicle Platooning Scheme for Secure and Efficient Platoon Management.- Low-Carbon Geographically Distributed Cloud-Edge Task Scheduling.- Integrating Blockchain, Smart Contracts, NFTs, and IPFS for Enhanced Transparency and Ethical Sourcing in Coffee and Cocoa Supply Chains.- The Role of Artificial Intelligence Technologies in Sustainable Urban Development: A Systematic Survey.- Enhancing Privacy in Machine Unlearning: Posterior Perturbation against Membership Inference Attack.- PEbfs: Implement High-performance Breadth-first Search on PEZY-SC3s.- Textual Data De-privatization Scheme Based on Generative Adversarial Networks.-Modeling and Simulation Verification of Operating Mode Switching of Train Control System Based on Train-to-Train Communication.- Performance Evaluation of NLP Models for European Portuguese: Multi-GPU/Multi-Node Configurations and Optimization Techniques.- FusionFrame: A Fusion Dataflow Scheduling Framework for DNN Accelerators via Analytical Modeling.
£59.99
Springer Simulating the Brain
Book SynopsisIntroduction: by Trang Phan (Vietnam National University Hanoi), Nguyen Tuan Cuong (Associate Professor, Vietnam Academy of Social Sciences) & Masaaki Shimizu (Professor, Osaka University).- Etymological study of Vietnamese words for textiles and clothing by Mark Alves (Montgomery College).- The rise of negative markers: the case of Sino-Vietnamese 'không' and beyond by Trang Phan (Vietnam National University Hanoi), Nguyen Tuan Cuong (Vietnam Academy of Social Sciences) & Masaaki Shimizu (Osaka University).- On the development of particle 'chu?ng' as a merger of object pronomial and relative pronomial functions: Evidence from the Cô? Châu Pháp Vân Ph?^t ba?n hành ngu~ lu?c by John Phan (Columbia University).- Initial Consonants Comparison of Tay and Nung in Trang Dinh district from the diachronic perspective by Hirana Ayaka (Osaka University).- Reflections ofVoiced Initials in Tay Manuscripts from Cao Bang Province by David Holm (National Chengchi University).- Possibility modals in Chinese and the morpho-syntax of their complements: a view from First Phase Syntax by Barbara Meisterernst (National Tsing Hua University).- The multifunctionality of gwo in Cantonese: A synchronic and diachronic study by Carine Yuk-man Yiu (The Hong Kong University of Science and Technology).- Deriving Syntactic Variation of Old Chinese and Contemporary Chinese from the Bidirectional Growth Model of Child Language Acquisition by Mengmeng Yang and Jianhua Hu (Institute of Linguistics, Chinese Academy of Social Sciences).- Proto-Austronesian Interrogative Pronouns and Their Development by Edith Aldridge (Academia Sinica, Taiwan).- Why do you give/put something when you say you take it? by Yoshihisa Taguchi (Chiba University).
£63.06
Springer Biological Computing
Book SynopsisChapter 1 Introduction.- Chapter 2 Graphs and Computational Complexity.- Chapter 3 Biocomputing -- Data.- Chapter 4 Biological Computing Operators -- Enzymes and Biochemical Operations.- Chapter 5 DNA Coding Theory and Algorithms.- Chapter 6 Enumerative DNA Computing Model.- Chapter 7 Non-enumerative DNA Computing Model for Graph Vertex Coloring.- Chapter 8 Parallel Vertex Coloring DNA Computing Model.- Chapter 9 Probe Machine.- Chapter 10 DNA Algorithmic Self-Assembly.- Chapter 11 RNA Computing.- Chapter 12 Protein Computing.
£44.99
Springer Parallel and Distributed Computing Applications
Book Synopsis .- 25th International Conference on Parallel and Distributed Computing, Applications and Technologies..- Decentralized Federated Learning with Knowledge Distillation for Image Classification and Demand Forecasting in Industrial Chains..- Integrating Blockchain into Insurance Claim Management: Applications of NFTs, Smart Contracts and IPFS..- A Meta-Reinforcement Learning Framework for Adaptive Quadrotor UAV Attitude Control..- Securing Energy Transactions for Electric Vehicles: The Blockchain Approach and Encrypted NFTs..- Optimizing Task Allocation in Heterogeneous Agent Manufacturing Systems..- MPG: Multi-Modal Personal Health Graph for Alzheimer’s Disease Diagnosis..- SMAC: A secure multi-authority access control scheme with attribute unifi cation for Fog enabled IoT in e-health..- Convolutional Neural Networks Parameter Training for SCM Algorithm based on Hausdorff Difference..- Handling Non-stationarity with Distribution Shifts and Data Dependency in Time Series Forecasting..- The two-stage stochastic facility location game..- Regularized non-monotone $gamma$-weakly submodular maximization..- Fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning..- WaitIO-Hybrid: Communication for Coupling MPI Programs among Heterogeneous Systems..- The Material Delivery Route Prediction Method Based on Deep Reinforcement Learning..- Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications..- Research on Task Migration Problem Based on Link Uncertainty in Adver sarial Scenarios..- Optimizing Production Component Scheduling In Multivariate Industrial Networks With Dynamic Changes In Production Costs..- Multi-Agent Collaboration for Time-Sensitive Tasks in Multiple Networked Adversarial Scenarios..- Containerized Data-Flow Processing for Scalable Real-Time Analytics on Edge Devices..- Fast Approximation for Scheduling Malleable Jobs on Parallel Batch Machines with Rejection..- Real-Time and In-Situ Temperature Profiling for Determining Detonation of White Dwarf Mergers..- accparser: A Standalone OpenACC Parser and its Usage on Mapping Ope nACC to OpenMP Directives..- Out-of-Memory GPU Sorting using Asynchronous CUDA Streams..- Long-Term and Periodicity-Aware Spatio-Temporal Model for Traffic Flow Prediction..- A new approximation algorithm for two-machine flow shop with transporter coordinate..- Enhancing Federated Learning Robustness in Non-IID Data Environments via MMD-Based Distribution Alignment..- Multi-scale Time-frequency Representation for Multi-component Radar Signal Recognition..- An LP-based approximation algorithm for the fault-tolerant facility location problem with penalties..- A Q-Learning Driven Artificial Bee Colony Algorithm for Multi-Objective Multiplex Industrial Chain Networks Design with Multiple Supply Cycles..- Complete Bipartite Graph Division Under Weakly Lexicographic Preferences..- Multiagent Reinforcement Learning based on Structural Coordination..- Fair Division of Indivisible Chores with Weighted and Prioritized Agents..- An Efficient Incentive Mechanism for Collaborative Anomaly Detection in Internet of Things..- Advancing Evasion: Highly Effective Distributed Backdoor Attacks in Federated Learning..- DCAFNet: An Efficient Change Detection Structure for Remote Sensing Images..- Feature norms-aware and Hardness guided Complementary Entropy Balanced Loss for Long-tailed Image Classification..- Research on Two-stage Text Language Identification Algorithms for Chinese, Japanese, and Korean..- Improved XGBoost-MLP model and application to performance prediction..- STB-GraCapsNet: A Novel Capsule Network Structure with Swin Transformer Block..- NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines..- A Lightweight Garbage Classification Algorithm for Scenic Spots..- Soft capacitated two-stage stochastic facility location problem..- TSR: a Location Privacy Preservation Mechanism in Public Transportation Route Planning Service..- Parallel Acceleration of Transportation Problem Solving Using SpMV in the Industrial Chain Context..- Reinforcement Learning for Airline Multi-product Continuous Dynamic Pricing..- I/O Latency Management in Private Cloud Infrastructures..- UAV Swarm Collaborative Target Assignment Problem: A Deletion Robust Submodular Maximization Approach..- Streaming algorithm for balance gain and cost with Knapsack constraint on the integer lattice..- Decentralizing Energy Trading for Electric Vehicles using Blockchain Technology..- Leveraging Hardware Performance Counters for Predicting Workload Interference in Vector Supercomputers..- Intelligent Multi-agent Systems for UAV-Robot Path Optimization via Reflective Evolution. .- The hub location and flow assignment problem in the high-speed railway and highway co-transportation network..- Predicting MPI communication for solving partial differential equations using Machine Learning..- A CNN_LSTM_KAN based genetic algorithm for photovoltaic power generation revenue prediction..- A Multiscale Global-Local Transformer for Long-Sequence PV power generation Forecasting.
£68.40
Springer Combinatorial Optimization and Applications
Book Synopsis.- An Optimization Strategy for Fresh Agricultural Product Supply Chain with Altruistic Preference under Blockchain Technology..- Approximation Algorithms for the Capacitated Min-Max and Minimum Graph Cover Problems..- A Simple Algorithm for Scheduling Unit Jobs with Unknown Number of Machines..- Faster Algorithms for Grid and Layered Drawings of Plane 3-Trees..- Reinforcement Learning for Airline Continuous Dynamic Pricing..- Approximation Algorithms for the Combination of Prize-Collecting Vertex Cover and Scheduling..- Randomized Mechanisms for Improved Approximation Ratios in Heterogeneous Two-facility Location..- Comprehensive Multi-view Subspace Clustering with Global-and-Local Representation Learning..- On the Twin-width of Outerplanar Graphs..- Maximize an approximate $k$-submodular function under a knapsack constraint..- A Short Proof and Experimental Study of the Approximation Algorithm for Label s-t Cut..- Risk-embedded Scheduling of a Virtual Power Plant with Electric Vehicle Parking Lot Considering Carbon Emission Trading..- On the constrained Steiner strong connectivity augmentation problem..- Competitive algorithms for online traveling salesman problem on a semi-line..- On the inapproximability of two-machine open shop scheduling with exact delays..- Minimum Power Partial Cover with Fairness Constraint..- Differentially Private Counting Queries on Approximate Shortest Paths..- Semi-online multiprocessor scheduling with known largest job processing time..- Acyclically edge color triangle-free toroidal graphs in $Delta + 2$ colors..- An Equally-Split Bin Packing Problem..- The location-routing problem in the pallet pooling system considering carbon emissions..- Scheduling Fully Parallel Jobs with Integer Units..- UAV Target Tracking with Bandit-Based Data Fusion..- Fair Maximization of Monotone Submodular Functions in Data Streams..- Tournament transitivity of graphs..- Approximation algorithm for min-max correlation clustering problem with penalties..- Improved Approximation Algorithm for Individual Fairness k-median..- The Price of Fairness for Budget-Feasible EF1 Allocations..- On the min-max heterogeneous weighted delivery problem..- Exact and Approximate Heuristics for the Multi-Modal Stable Matching with Applications in Industry Chains..- Budget feasible mechanism for a k-submodular function in the clock auction model..- Kernel for Proper Helly Circular-arc Vertex Deletion: Smaller and Simpler via Graph Isomorphism..- Approximately Non-k-submodular Maximization under p-System and l Knapsack Constraints..- Alternating Lagrangian decomposition combining with branch and pricing for robust and integrated airline aircraft routing and crew pairing..- A Comparative Analysis of NFT-Based Insurance Claim Management Systems Across EVM-Compatible Blockchain Platforms..- Attaining Equilibria Using Control Sets..- Scheduling on parallel-batch machines with rejection and resource matching..- Some Combinatorial Algorithms on the Independent Number of k-Regular Connected Hyper graphs..- Approximation Algorithms on k-Correlation Clustering of Uniform Hypergraphs.
£124.92
£44.99
Springer Decision Mathematics Statistical Learning and Data Mining
Book SynopsisChapter 1 Roughness-Dice Similarity Measure Generalization for Rough Neutrosophic Set Application in Investment Selection Company.- Chapter 2 Mathematical Modelling of a Food Chain with Intraspecific Competition in the Middle Predator.- Chapter 3 The Application of Simplified Multi-Granular Linguistic Term Sets in Decision-Making Method for an Investment Company.- Chapter 4 Optimum Resource Allocation at Emergency Department's Yellow Zone using Simulation and Data Envelopment Analysis.- Chapter 5 Performance Efficiency of Paddy Granaries Production in Malaysia Using Bi-O MCDEA BCC Super Efficiency Model.- Chapter 6 A Hybrid Multicriteria Decision Making Model for Environmentally Sustainable Port.- Chapter 7 Spatial and Time Series Modeling for The Groundwater Level of Peatlands in Riau and Central Kalimantan, Indonesia.- Chapter 8 Singular Value Decomposition on Correspondence Analysis as Derivation of Principal Component Analysis.- Chapter 9 Stackelberg Equilibrium between Insured and Insurer in n-year Life Insurance.- chapter 10 Modelling and Forecasting Natural Rubber Price in Malaysia: Comparison between HES, ARIMA and ANN.- Chapter 11The Study of Cramer's V for Variables Association on Stainless Steels Corrosion Problem.- Chapter 12 Analysis of Hospital Occupancy for COVID-19 Patients using Erlang B Queueing System.- Chapter 13 Effect of Frequent Adjustments of Risky Assets on Portfolio Value of Unit-Linked Insurance.- Chapter 14 The Correspondence Analysis Between Types of Motor Vehicle Claims and Customer Locations: A Case Study on Sharia General Insurance in Indonesia.- Chapter 15 Autoregressive Integrated Moving Average (ARIMA) Model for Forecasting Malaysia Under-5 Mortality by State and Gender.- Chapter 16 Point Biserial Correlation Coefficient on Climate Variables and Dengue Cases using R Programming.- Chapter 17 Spatio-Temporal Patterns of Land Use Land Cover Change Associated with the Establishment of UiTM Cawangan Kelantan, Malaysia.- Chapter 18 Image Data Clustering Based on the Distribution Function.- Chapter 19 Optimizing Color Model Selection for Accurate Target Detection in Rail Anomaly.- Chapter 20 Cyberbullying Detection Using Data Mining and Sentiment Analysis: Repository Building in Bruneian Context.- Chapter 21 Real-Time Masked Facial Recognition with MobileNetV2and Transfer Learning.- Chapter 22 JUVDATA: Data Visualization of Juvenile Crime in Malaysia.- Chapter 23 MalAware: An Agile and OSEMN-Based Big Data Visualisation for Malware Detection.- Chapter 24 A Systematic Mapping of Data Visualization in Business Intelligence.
£197.99
Springer Principle of Petri Nets
Book SynopsisChapter 1 Concepts shared by net systems.- Chapter 2 The system hierarchy.- Chapter 3 EN-system.- Chapter 4 Place/Transition net systems.- Chapter 5 High level net systems: Pr/T-system.- Chapter 6 colour net systems.- Chapter 7 Self-control systems.- Chapter 9 Synchronizer.- hapter 10 Business process management (BPM).- Chapter 11 Synchrony.- Chapter 12 Net logic (Enlogy).- Chapter 13 Information flow structure.- Chapter 14 Net topology.- Chapter 15 Concurrency.
£151.99
Amazon Digital Services LLC - Kdp Enterprise Infrastructure Automation With Terraform at Scale
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Independently Published RAG from Scratch
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Independently Published Foundations
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Amazon Digital Services LLC - Kdp Unsupervised Machine Learning Learning to See Without Being Told
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Independently Published Deep Roots Book VIII Capstone
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Independently Published Probabilistic Machine Learning in Practice
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Amazon Digital Services LLC - Kdp Mojo Programming for HighPerformance AI Systems
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Amazon Digital Services LLC - Kdp AI or Die
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Amazon Digital Services LLC - Kdp Practical Deep Learning with TensorFlow 2 Keras TFLite and ONNX
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Amazon Digital Services LLC - Kdp Building Small Language Models from Scratch
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Amazon Digital Services LLC - Kdp CrewAI Mastery
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Independently Published Beyond Words
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Amazon Digital Services LLC - Kdp Mastering AI Development with LangGraph and LangChainkuh
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Amazon Digital Services LLC - Kdp Building Autonomous AI Agents with LangGraph
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