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Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming
Volume 1: Classification Techniques and Life Cycles

by Arpit Bhardwaj,Aruna Tiwari,Jasjit S. Suri

  • Publisher : Academic Press
  • Release : 2021-03-01
  • Pages : 220
  • ISBN : 0128182431
  • Language : En, Es, Fr & De
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Advances and Trends in Genetic Programming, Volume One: Classification Techniques and Life Cycles presents the reader with complete coverage of the most current developments in Genetic Programming for Artificial Intelligence. The book provides a thorough look at classification as a systematic way of predicting class membership for a set of examples or instances using the properties of those examples. Classification arises in a wide variety of real life situations, such as detecting faces from large database, finding vehicles, matching fingerprints and diagnosing medical conditions. A classification algorithm requires huge amount of accuracy and reliability that is very difficult for human programmers. Therefore, there is a need to develop an automated computer-based classification system that can classify the required objects. Presents the latest advances in Genetic Programming for Artificial Intelligence Discusses automated computer-based classification algorithms and systems, including comparison of different types of machine learning and two-class versus multi-class classification Includes discussions of tree-based Genetic Programming, the Intron problem, Dynamic Fitness Evaluation, Crossover and Mutation Operators, and a presentation of an integrated model-based Genetic Programming Algorithm for multi-class classification

Advances in Evolutionary Computing

Advances in Evolutionary Computing
Theory and Applications

by Ashish Ghosh,Shigeyoshi Tsutsui

  • Publisher : Springer Science & Business Media
  • Release : 2002-11-26
  • Pages : 1006
  • ISBN : 9783540433309
  • Language : En, Es, Fr & De
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This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world.

Meta-Heuristics

Meta-Heuristics
Advances and Trends in Local Search Paradigms for Optimization

by Stefan Voß,Silvano Martello,Ibrahim H. Osman,Cathérine Roucairol

  • Publisher : Springer Science & Business Media
  • Release : 2012-12-06
  • Pages : 511
  • ISBN : 1461557755
  • Language : En, Es, Fr & De
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Meta-Heuristics: Advances and Trends in Local Search Paradigms for Optimizations comprises a carefully refereed selection of extended versions of the best papers presented at the Second Meta-Heuristics Conference (MIC 97). The selected articles describe the most recent developments in theory and applications of meta-heuristics, heuristics for specific problems, and comparative case studies. The book is divided into six parts, grouped mainly by the techniques considered. The extensive first part with twelve papers covers tabu search and its application to a great variety of well-known combinatorial optimization problems (including the resource-constrained project scheduling problem and vehicle routing problems). In the second part we find one paper where tabu search and simulated annealing are investigated comparatively and two papers which consider hybrid methods combining tabu search with genetic algorithms. The third part has four papers on genetic and evolutionary algorithms. Part four arrives at a new paradigm within meta-heuristics. The fifth part studies the behavior of parallel local search algorithms mainly from a tabu search perspective. The final part examines a great variety of additional meta-heuristics topics, including neural networks and variable neighbourhood search as well as guided local search. Furthermore, the integration of meta-heuristics with the branch-and-bound paradigm is investigated.

Naval Research Logistics

Naval Research Logistics
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1987
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Handbook of Research on Trends and Digital Advances in Engineering Geology

Handbook of Research on Trends and Digital Advances in Engineering Geology
A Book

by Ceryan, Nurcihan

  • Publisher : IGI Global
  • Release : 2017-07-12
  • Pages : 765
  • ISBN : 1522527109
  • Language : En, Es, Fr & De
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Engineering geologists face the task of addressing geological factors that can affect planning with little time and with few resources. A solution is using the right tools to save time searching for answers and devote attention to making critical engineering decisions. The Handbook of Research on Trends and Digital Advances in Engineering Geology is an essential reference source for the latest research on new trends, technology, and computational methods that can model engineering phenomena automatically. Featuring exhaustive coverage on a broad range of topics and perspectives such as acoustic energy, landslide mapping, and natural hazards, this publication is ideally designed for academic scientists, industry and applied researchers, and policy and decision makers seeking current research on new tools to aid in timely decision-making of critical engineering situations.

Advances in Genetic Programming

Advances in Genetic Programming
A Book

by Kenneth E. Kinnear,William B. Langdon,Lee Spector,Peter J. Angeline,Una-May O'Reilly

  • Publisher : MIT Press
  • Release : 1994
  • Pages : 476
  • ISBN : 9780262194235
  • Language : En, Es, Fr & De
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Advances in Genetic Programming reports significant results in improving the power of genetic programming, presenting techniques that can be employed immediately in the solution of complex problems in many areas, including machine learning and the simulation of autonomous behavior. Popular languages such as C and C++ are used in manu of the applications and experiments, illustrating how genetic programming is not restricted to symbolic computing languages such as LISP. Researchers interested in getting started in genetic programming will find information on how to begin, on what public-domain code is available, and on how to become part of the active genetic programming community via electronic mail.

Algorithms—Advances in Research and Application: 2013 Edition

Algorithms—Advances in Research and Application: 2013 Edition
A Book

by Anonim

  • Publisher : ScholarlyEditions
  • Release : 2013-06-21
  • Pages : 961
  • ISBN : 1481684582
  • Language : En, Es, Fr & De
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Algorithms—Advances in Research and Application: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Coloring Algorithm. The editors have built Algorithms—Advances in Research and Application: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Coloring Algorithm in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Algorithms—Advances in Research and Application: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Departments of Labor, Health and Human Services, Education, and related agencies appropriations for 1984

Departments of Labor, Health and Human Services, Education, and related agencies appropriations for 1984
hearings before a subcommittee of the Committee on Appropriations, House of Representatives, Ninety-eighth Congress, first session

by United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies

  • Publisher : Unknown Publisher
  • Release : 1983
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Operations Research and Constraint Programming in the Asia Pacific Region

Operations Research and Constraint Programming in the Asia Pacific Region
A Book

by Natashia Boland

  • Publisher : Unknown Publisher
  • Release : 2002
  • Pages : 333
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Advances in Inductive Logic Programming

Advances in Inductive Logic Programming
A Book

by Luc de Raedt

  • Publisher : Ios PressInc
  • Release : 1996
  • Pages : 323
  • ISBN : 9789051992427
  • Language : En, Es, Fr & De
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Inductive Logic Programming is a research area situated in machine learning and logic programming, two subfields of artificial intelligence. The goal of inductive logic programming is to develop theories, techniques and tools for inducing hypotheses from observations using the representations from computational logic. Inductive Logic Programming has a high potential for applications in data mining, automated scientific discovery, knowledge discovery in databases, as well as automatic programming. This book provides a detailed state-of-the-art overview of Inductive Logic Programming as well as a collection of recent technical contributions to Inductive Logic Programming. The state-of-the-art overview is based on - among others - the successful ESPRIT basic research project no. 6020 on Inductive Logic Programming, funded by the European Commission from 1992 till 1995. It highlights some of the most important recent results within Inductive Logic Programming and can be used as a thorough introduction to the field. This book is relevant to students, researchers and practitioners of artificial intelligence and computer science, especially those concerned with machine learning, data mining and computational logic.

Multiobjective Discrete and Combinatorial Optimization

Multiobjective Discrete and Combinatorial Optimization
A Book

by Matthias Ehrgott

  • Publisher : Unknown Publisher
  • Release : 2006
  • Pages : 360
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Advances in Abrasive Technology ...

Advances in Abrasive Technology ...
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2007
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Festschrift in Honor of John H. Holland

Festschrift in Honor of John H. Holland
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1999
  • Pages : 193
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Artificial Neural Nets and Genetic Algorithms

Artificial Neural Nets and Genetic Algorithms
Proceedings of the International Conference in Norwich, U.K., 1997

by George D. Smith,Nigel C. Steele

  • Publisher : Springer
  • Release : 1998
  • Pages : 634
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This is the third in a series of conferences devoted primarily to the theory and applications of artificial neural networks and genetic algorithms. The first such event was held in Innsbruck, Austria, in April 1993, the second in Ales, France, in April 1995. We are pleased to host the 1997 event in the mediaeval city of Norwich, England, and to carryon the fine tradition set by its predecessors of providing a relaxed and stimulating environment for both established and emerging researchers working in these and other, related fields. This series of conferences is unique in recognising the relation between the two main themes of artificial neural networks and genetic algorithms, each having its origin in a natural process fundamental to life on earth, and each now well established as a paradigm fundamental to continuing technological development through the solution of complex, industrial, commercial and financial problems. This is well illustrated in this volume by the numerous applications of both paradigms to new and challenging problems. The third key theme of the series, therefore, is the integration of both technologies, either through the use of the genetic algorithm to construct the most effective network architecture for the problem in hand, or, more recently, the use of neural networks as approximate fitness functions for a genetic algorithm searching for good solutions in an 'incomplete' solution space, i.e. one for which the fitness is not easily established for every possible solution instance.

Recent Advances in Artificial Life

Recent Advances in Artificial Life
Sydney, Australia, 5-8 December 2005

by Hussein A. Abbass

  • Publisher : World Scientific Publishing Company Incorporated
  • Release : 2005
  • Pages : 388
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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"The central ideas of the book surround genetics and evolution in an artificial life framework. Topics covered include maintenance of genetic diversity, hierarchical structures and stability of ecosystems. Underpinning these topics are key theoretical developments surrounding network complexity, the development of pattern languages for complex networks and a deeper understanding of the edge of chaos where complex systems live. Practical applications include optimization, gene regulatory networks, modeling the spread of disease and the evolution of ageing."--World Scientific Publishing Company website, viewed 13 April 2010.

Advances in Knowledge Discovery and Data Mining

Advances in Knowledge Discovery and Data Mining
11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings

by Zhi-Hua Zhou,Hang Li,Qiang Yang

  • Publisher : Springer
  • Release : 2007-06-21
  • Pages : 1161
  • ISBN : 3540717013
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, held in Nanjing, China, May 2007. It covers new ideas, original research results and practical development experiences from all KDD-related areas including data mining, machine learning, data warehousing, data visualization, automatic scientific discovery, knowledge acquisition and knowledge-based systems.

GECCO-2001

GECCO-2001
Proceedings of the Genetic and Evolutionary Computation Conference : a Joint Meeting of the Sixth Annual Genetic Programming Conference (GP-2001) and the Tenth International Conference on Genetic Algorithms (ICGA-2001) : July 7-11, 2001, San Francisco, California

by Lee Spector

  • Publisher : Morgan Kaufmann Pub
  • Release : 2001
  • Pages : 1463
  • ISBN : 9781558607743
  • Language : En, Es, Fr & De
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Advances in Artificial Intelligence

Advances in Artificial Intelligence
A Book

by Canadian Society for Computational Studies of Intelligence. Conference

  • Publisher : Unknown Publisher
  • Release : 1998
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Parallel Problem Solving from Nature--PPSN ...

Parallel Problem Solving from Nature--PPSN ...
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2000
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Global Trends in Intelligent Computing Research and Development

Global Trends in Intelligent Computing Research and Development
A Book

by Tripathy, B.K.

  • Publisher : IGI Global
  • Release : 2013-12-31
  • Pages : 601
  • ISBN : 1466649372
  • Language : En, Es, Fr & De
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As the amount of accumulated data across a variety of fields becomes harder to maintain, it is essential for a new generation of computational theories and tools to assist humans in extracting knowledge from this rapidly growing digital data. Global Trends in Intelligent Computing Research and Development brings together recent advances and in depth knowledge in the fields of knowledge representation and computational intelligence. Highlighting the theoretical advances and their applications to real life problems, this book is an essential tool for researchers, lecturers, professors, students, and developers who have seek insight into knowledge representation and real life applications.