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Search Methodologies is a tutorial survey of the methodologies that are at the confluence of several fields: Computer Science, Mathematics and Operations Research. It is a carefully structured and integrated treatment of the major technologies in optimization and search methodology. The book is made up of 19 chapters. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world’s leading authorities in their field. The result is a major state-of-the-art tutorial text of the main optimization and search methodologies available to researchers, students and practitioners across discipline domains in applied science. It can be used as a textbook or a reference book to learn and apply these methodologies to a wide range of today’s problems. It has been written by some of the world’s most well known authors in the field.
Decision support systems --- Mathematical optimization --- Search theory --- 681.3*I --- 681.3*I Computing methodologies --- Computing methodologies --- Operations research --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Mathematical analysis --- Maxima and minima --- Simulation methods --- System analysis --- Management information systems --- Telematics --- Decision support systems. --- Mathematical optimization. --- Search theory. --- Mathematical logic --- Computer. Automation --- Mathematical statistics --- Operations research. --- Artificial intelligence. --- Engineering mathematics. --- Operations Research, Management Science. --- Optimization. --- Operations Research/Decision Theory. --- Artificial Intelligence. --- Mathematical and Computational Engineering. --- Mathematical Modeling and Industrial Mathematics. --- Engineering --- Engineering analysis --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory --- Mathematics --- Management science. --- Decision making. --- Applied mathematics. --- Mathematical models. --- Models, Mathematical --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management --- Management decisions --- Choice (Psychology) --- Problem solving --- Quantitative business analysis --- Statistical decision --- Decision making
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The first edition of Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques was originally put together to offer a basic introduction to the various search and optimization techniques that students might need to use during their research, and this new edition continues this tradition. Search Methodologies has been expanded and brought completely up to date, including new chapters covering scatter search, GRASP, and very large neighborhood search. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world’s leading authorities in their field. The book provides useful guidelines for implementing the methods and frameworks described and offers valuable tutorials to students and researchers in the field. “As I embarked on the pleasant journey of reading through the chapters of this book, I became convinced that this is one of the best sources of introductory material on the search methodologies topic to be found. The book’s subtitle, “Introductory Tutorials in Optimization and Decision Support Techniques”, aptly describes its aim, and the editors and contributors to this volume have achieved this aim with remarkable success. The chapters in this book are exemplary in giving useful guidelines for implementing the methods and frameworks described.” Fred Glover, Leeds School of Business, University of Colorado Boulder, USA “[The book] aims to present a series of well written tutorials by the leading experts in their fields. Moreover, it does this by covering practically the whole possible range of topics in the discipline. It enables students and practitioners to study and appreciate the beauty and the power of some of the computational search techniques that are able to effectively navigate through search spaces that are sometimes inconceivably large. I am convinced that this second edition will build on the success of the first edition and that it will prove to be just as popular.” Jacek Blazewicz, Institute of Computing Science, Poznan University of Technology and Institute of Bioorganic Chemistry, Polish Academy of Sciences.
Economics. --- Electronic data processing. --- Operations research. --- Economics/Management Science. --- Operation Research/Decision Theory. --- Operations Research, Management Science. --- Computing Methodologies. --- Management --- Business & Economics --- Management Theory --- Operational analysis --- Operational research --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Economic theory --- Political economy --- Business. --- Decision making. --- Computers. --- Management science. --- Business and Management. --- Industrial engineering --- Management science --- Research --- System theory --- Quantitative business analysis --- Problem solving --- Operations research --- Statistical decision --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management decisions --- Choice (Psychology) --- Trade --- Economics --- Commerce --- Industrial management --- Decision making --- Artificial intelligence. --- Operations Research/Decision Theory. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Decision support systems.
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Operational research. Game theory --- Engineering sciences. Technology --- Planning (firm) --- Programming --- Information systems --- Computer. Automation --- analyse (wiskunde) --- automatisering --- mathematische modellen --- speltheorie --- systeemontwikkeling (informatica) --- methodologieën --- operationeel onderzoek --- ingenieurswetenschappen
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The first edition of Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques was originally put together to offer a basic introduction to the various search and optimization techniques that students might need to use during their research, and this new edition continues this tradition. Search Methodologies has been expanded and brought completely up to date, including new chapters covering scatter search, GRASP, and very large neighborhood search. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world’s leading authorities in their field. The book provides useful guidelines for implementing the methods and frameworks described and offers valuable tutorials to students and researchers in the field. “As I embarked on the pleasant journey of reading through the chapters of this book, I became convinced that this is one of the best sources of introductory material on the search methodologies topic to be found. The book’s subtitle, “Introductory Tutorials in Optimization and Decision Support Techniques”, aptly describes its aim, and the editors and contributors to this volume have achieved this aim with remarkable success. The chapters in this book are exemplary in giving useful guidelines for implementing the methods and frameworks described.” Fred Glover, Leeds School of Business, University of Colorado Boulder, USA “[The book] aims to present a series of well written tutorials by the leading experts in their fields. Moreover, it does this by covering practically the whole possible range of topics in the discipline. It enables students and practitioners to study and appreciate the beauty and the power of some of the computational search techniques that are able to effectively navigate through search spaces that are sometimes inconceivably large. I am convinced that this second edition will build on the success of the first edition and that it will prove to be just as popular.” Jacek Blazewicz, Institute of Computing Science, Poznan University of Technology and Institute of Bioorganic Chemistry, Polish Academy of Sciences.
Methodology of economics --- Economics --- Operational research. Game theory --- Mathematical statistics --- Planning (firm) --- Business management --- Business economics --- Programming --- Information systems --- financieel management --- bedrijfseconomie --- economie --- mathematische modellen --- systeemontwikkeling (informatica) --- econometrie --- methodologieën --- operationeel onderzoek
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In 1984, Robert Axelrod published a book, relating the story of two competitions which he ran, where invited academics entered strategies for the Iterated Prisoners' Dilemma. The book, almost 20 years on, is still widely read and cited by academics and the general public. As a celebration of that landmark work, we have recreated those competitions to celebrate its 20th anniversary, by again inviting academics to submit prisoners' dilemma strategies. The first of these new competitions was run in July 2004, and the second in April 2005. Iterated Prisoners' Dilemma: 20 Years On essentially provi
Prisoner's dilemma game --- Games of strategy (Mathematics) --- Cooperativeness. --- Consensus (Social sciences) --- Authority --- Common good --- General will --- Power (Social sciences) --- Cooperation (Psychology) --- Social psychology --- Games with rational pay-off (Mathematics) --- Rational games (Mathematics) --- Strategy, Games of (Mathematics) --- Game theory --- Group theory --- Mathematical optimization --- Matrices --- Topology --- Decomposed prisoner's dilemma game --- Choice (Psychology) --- Social interaction --- Computer simulation. --- Axelrod, Robert M. --- Games of strategy --- Cooperativeness
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The scheduling research field has been active and expanding for over forty years. In that time, the field has attracted a wealth of international interest from a variety of academic disciplines. This field has been a truly inter-disciplinary research area, with significant scientific advances have come from the disciplines of Information Technology and Computer Science, Mathematics and Operations Research, Manufacturing, Management, Business, Engineering, Psychology and Statistics. Nevertheless, after forty years of research, scheduling and IT systems have only scratched the surface of the benefits that can be realized from this field. MULTIDISCIPLINARY SCHEDULING: Theory and Applications is a volume of nineteen reviewed papers that were selected from the sixty-seven papers presented during the First Multidisciplinary International Conference of Scheduling: Theory and Applications (MISTA). This is the initial volume of MISTA—the primary forum on interdisciplinary research on scheduling. Each paper in the volume has been rigorously reviewed and carefully copyedited to ensure the volume's readability. The book contains leading edge papers on the fundamentals of scheduling, multi-criteria objective scheduling, personnel scheduling, scheduling in space, scheduling the Internet, machine scheduling, bin packing, educational timetabling, sports scheduling, transport scheduling, aircraft scheduling, and heuristic and meta-heuristic scheduling. The MISTA volume aims to help set the agenda for interdisciplinary scheduling research and to help the community carryout a long term interdisciplinary research program aimed at developing visionary approaches to the scheduling problems and scheduling related problems of today and tomorrow that are vital to the smooth and efficient running of industry, commerce and the service sector. The book will be of interest to all who need to know the state-of-the-art in scheduling, whether they are experienced or new to the area.
Scheduling --- Production scheduling --- Job scheduling (Production control) --- Job-shop scheduling --- Project scheduling (Production control) --- Scheduling (Management) --- Production control --- Time management --- Operations research. --- Production management. --- Engineering economy. --- Computer Communication Networks. --- Artificial intelligence. --- Computer network architectures. --- Operations Research/Decision Theory. --- Operations Management. --- Engineering Economics, Organization, Logistics, Marketing. --- Artificial Intelligence. --- Computer Systems Organization and Communication Networks. --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Economy, Engineering --- Engineering economics --- Industrial engineering --- Manufacturing management --- Industrial management --- Operational analysis --- Operational research --- Management science --- Research --- System theory --- Decision making. --- Engineering economics. --- Computer communication systems. --- Computer organization. --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Organization, Computer --- Electronic digital computers --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management --- Management decisions --- Choice (Psychology) --- Problem solving --- Distributed processing --- Decision making
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Artificial intelligence is a consortium of data-driven methodologies which includes artificial neural networks, genetic algorithms, fuzzy logic, probabilistic belief networks and machine learning as its components. We have witnessed a phenomenal impact of this data-driven consortium of methodologies in many areas of studies, the economic and financial fields being of no exception. In particular, this volume of collected works will give examples of its impact on the field of economics and finance. This volume is the result of the selection of high-quality papers presented at a special session entitled 'Applications of Artificial Intelligence in Economics and Finance' at the '2003 International Conference on Artificial Intelligence' (IC-AI '03) held at the Monte Carlo Resort, Las Vegas, Nevada, USA, June 23-26 2003. The special session, organised by Jane Binner, Graham Kendall and Shu-Heng Chen, was presented in order to draw attention to the tremendous diversity and richness of the applications of artificial intelligence to problems in Economics and Finance. This volume should appeal to economists interested in adopting an interdisciplinary approach to the study of economic problems, computer scientists who are looking for potential applications of artificial intelligence and practitioners who are looking for new perspectives on how to build models for everyday operations. There are still many important Artificial Intelligence disciplines yet to be covered. Among them are the methodologies of independent component analysis, reinforcement learning, inductive logical programming, classifier systems and Bayesian networks, not to mention many ongoing and highly fascinating hybrid systems. A way to make up for their omission is to visit this subject again later. We certainly hope that we can do so in the near future with another volume of Applications of Artificial Intelligence in Economics and Finance.
Finance --- Economics --- Artificial intelligence --- Economic theory --- Political economy --- Social sciences --- Economic man --- Funding --- Funds --- Currency question --- Data processing --- Mathematical models --- Computer science --- Mathematical statistics --- IC-AI --- E-books --- AA / International- internationaal --- 305.971 --- Speciale gevallen in econometrische modelbouw. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Economics, Mathematical --- Financial applications --- Speciale gevallen in econometrische modelbouw --- Business & Economics --- Economics. --- Artificial intelligence. --- Econometrics --- Econometrics. --- Microeconomics.
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Search Methodologies is a tutorial survey of the methodologies that are at the confluence of several fields: Computer Science, Mathematics and Operations Research. It is a carefully structured and integrated treatment of the major technologies in optimization and search methodology. The book is made up of 19 chapters. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world's leading authorities in their field. The result is a major state-of-the-art tutorial text of the main optimization and search methodologies available to researchers, students and practitioners across discipline domains in applied science. It can be used as a textbook or a reference book to learn and apply these methodologies to a wide range of today's problems. It has been written by some of the world's most well known authors in the field.
Operational research. Game theory --- Engineering sciences. Technology --- Planning (firm) --- Programming --- Information systems --- Computer. Automation --- analyse (wiskunde) --- automatisering --- mathematische modellen --- speltheorie --- systeemontwikkeling (informatica) --- methodologieën --- operationeel onderzoek --- ingenieurswetenschappen
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Industrial economics --- Operational research. Game theory --- Production management --- Computer architecture. Operating systems --- Artificial intelligence. Robotics. Simulation. Graphics --- computerbesturingssystemen --- speltheorie --- productieorganisatie --- logistiek --- operationeel onderzoek --- industriële marketing --- OS (operating system) --- ingenieurswetenschappen --- computernetwerken --- robots
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