Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming
Author: Arpit Bhardwaj,Aruna Tiwari,Jasjit S. Suri
Publsiher: Academic Press
Total Pages: 220
Release: 2021-03-01
ISBN 10: 0128182431
ISBN 13: 9780128182437
Language: EN, FR, DE, ES & NL

Advances and Trends in Genetic Programming Book Review:

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
Author: Ashish Ghosh,Shigeyoshi Tsutsui
Publsiher: Springer Science & Business Media
Total Pages: 1006
Release: 2002-11-26
ISBN 10: 9783540433309
ISBN 13: 3540433309
Language: EN, FR, DE, ES & NL

Advances in Evolutionary Computing Book Review:

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
Author: Stefan Voß,Silvano Martello,Ibrahim H. Osman,Cathérine Roucairol
Publsiher: Springer Science & Business Media
Total Pages: 511
Release: 2012-12-06
ISBN 10: 1461557755
ISBN 13: 9781461557753
Language: EN, FR, DE, ES & NL

Meta-Heuristics Book Review:

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.

Advances and Trends in Artificial Intelligence. From Theory to Practice

Advances and Trends in Artificial Intelligence. From Theory to Practice
Author: Franz Wotawa,Gerhard Friedrich,Ingo Pill,Roxane Koitz-Hristov,Moonis Ali
Publsiher: Springer
Total Pages: 865
Release: 2019-06-28
ISBN 10: 3030229998
ISBN 13: 9783030229993
Language: EN, FR, DE, ES & NL

Advances and Trends in Artificial Intelligence. From Theory to Practice Book Review:

This book constitutes the thoroughly refereed proceedings of the 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, held in Graz, Austria, in July 2019. The 41 full papers and 32 short papers presented were carefully reviewed and selected from 151 submissions. The IEA/AIE 2019 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include engineering, science, industry, automation and robotics, business and finance, medicine and biomedicine, bioinformatics, cyberspace, and human-machine interactions. IEA/AIE 2019 will have a special focus on automated driving and autonomous systems and also contributions dealing with such systems or their verification and validation as well.

Advances in Genetic Programming

Advances in Genetic Programming
Author: Kenneth L. Kinnear, Jr.,Kenneth E. Kinnear,Peter J. Angeline
Publsiher: MIT Press
Total Pages: 518
Release: 1994
ISBN 10: 9780262111881
ISBN 13: 0262111888
Language: EN, FR, DE, ES & NL

Advances in Genetic Programming Book Review:

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.

Handbook of Research on Trends and Digital Advances in Engineering Geology

Handbook of Research on Trends and Digital Advances in Engineering Geology
Author: Ceryan, Nurcihan
Publsiher: IGI Global
Total Pages: 765
Release: 2017-07-12
ISBN 10: 1522527109
ISBN 13: 9781522527107
Language: EN, FR, DE, ES & NL

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

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
Author: Kenneth L. Kinnear, Jr.,Kenneth E. Kinnear,Peter J. Angeline
Publsiher: MIT Press
Total Pages: 518
Release: 1994
ISBN 10: 9780262111881
ISBN 13: 0262111888
Language: EN, FR, DE, ES & NL

Advances in Genetic Programming Book Review:

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
Author: Anonim
Publsiher: ScholarlyEditions
Total Pages: 961
Release: 2013-06-21
ISBN 10: 1481684582
ISBN 13: 9781481684583
Language: EN, FR, DE, ES & NL

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

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/.

Parallel Genetic Algorithms

Parallel Genetic Algorithms
Author: Gabriel Luque,Enrique Alba
Publsiher: Springer Science & Business Media
Total Pages: 172
Release: 2011-06-15
ISBN 10: 3642220835
ISBN 13: 9783642220838
Language: EN, FR, DE, ES & NL

Parallel Genetic Algorithms Book Review:

This book is the result of several years of research trying to better characterize parallel genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers can learn how to solve complex tasks by reducing their high computational times. Dealing with two scientific fields (parallelism and GAs) is always difficult, and the book seeks at gracefully introducing from basic concepts to advanced topics. The presentation is structured in three parts. The first one is targeted to the algorithms themselves, discussing their components, the physical parallelism, and best practices in using and evaluating them. A second part deals with the theory for pGAs, with an eye on theory-to-practice issues. A final third part offers a very wide study of pGAs as practical problem solvers, addressing domains such as natural language processing, circuits design, scheduling, and genomics. This volume will be helpful both for researchers and practitioners. The first part shows pGAs to either beginners and mature researchers looking for a unified view of the two fields: GAs and parallelism. The second part partially solves (and also opens) new investigation lines in theory of pGAs. The third part can be accessed independently for readers interested in applications. The result is an excellent source of information on the state of the art and future developments in parallel GAs.

New Frontier In Evolutionary Algorithms: Theory And Applications

New Frontier In Evolutionary Algorithms: Theory And Applications
Author: Iba Hitoshi,Noman Nasimul
Publsiher: Imperial College Press
Total Pages: 316
Release: 2011-08-26
ISBN 10: 1911299557
ISBN 13: 9781911299554
Language: EN, FR, DE, ES & NL

New Frontier In Evolutionary Algorithms: Theory And Applications Book Review:

This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of practical applications. It provides a methodology for a GA-based search strategy with the integration of several Artificial Life and Artificial Intelligence techniques, such as memetic concepts, swarm intelligence, and foraging strategies. The development of such tools contributes to better optimizing methodologies when addressing tasks from areas such as robotics, financial forecasting, and data mining in bioinformatics.The emphasis of this book is on applicability to the real world. Tasks from application areas - optimization of the trading rule in foreign exchange (FX) and stock prices, economic load dispatch in power system, exit/door placement for evacuation planning, and gene regulatory network inference in bioinformatics - are studied, and the resultant empirical investigations demonstrate how successful the proposed approaches are when solving real-world tasks of great importance.

Applications of Soft Computing

Applications of Soft Computing
Author: Ashutosh Tiwari,Joshua Knowles,Erel Avineri,Keshav Dahal,Rajkumar Roy
Publsiher: Springer Science & Business Media
Total Pages: 420
Release: 2010-04-08
ISBN 10: 9783540362661
ISBN 13: 3540362665
Language: EN, FR, DE, ES & NL

Applications of Soft Computing Book Review:

This book provides a comprehensive overview of recent advances in the industrial applications of soft computing. It covers a wide range of application areas, including optimisation, data analysis and data mining, computer graphics and vision, prediction and diagnosis, design, intelligent control, and traffic and transportation systems. The book is aimed at researchers and professional engineers engaged in developing and applying intelligent systems.

A Field Guide to Genetic Programming

A Field Guide to Genetic Programming
Author: Anonim
Publsiher: Lulu.com
Total Pages: 233
Release: 2008
ISBN 10: 1409200736
ISBN 13: 9781409200734
Language: EN, FR, DE, ES & NL

A Field Guide to Genetic Programming Book Review:

Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.

Optimized Genetic Programming Applications: Emerging Research and Opportunities

Optimized Genetic Programming Applications: Emerging Research and Opportunities
Author: Hrnjica, Bahrudin,Danandeh Mehr, Ali
Publsiher: IGI Global
Total Pages: 310
Release: 2018-07-06
ISBN 10: 1522560068
ISBN 13: 9781522560067
Language: EN, FR, DE, ES & NL

Optimized Genetic Programming Applications: Emerging Research and Opportunities Book Review:

Data is more valuable than ever in the twenty-first century, and tremendous amounts of data are being generated every second. With a fast-growing information industry, engineers are required to develop new tools and techniques that increase human capabilities of mining useful knowledge from the vast amounts of data. Optimized Genetic Programming Applications: Emerging Research and Opportunities is an essential reference source that explores the concept of genetic programming and its role in managing engineering problems. It also examines genetic programming as a supervised machine learning technique, focusing on implementation and application. As a resource that details both the theoretical aspects and implementation of genetic programming, this book is a useful source for academicians, biological engineers, computer programmers, scientists, researchers, and upper-level students seeking the latest research on genetic programming.

Advances in Computational Intelligence

Advances in Computational Intelligence
Author: Hans-Paul Schwefel,Ingo Wegener
Publsiher: Springer Science & Business Media
Total Pages: 323
Release: 2003-01-17
ISBN 10: 9783540432692
ISBN 13: 3540432698
Language: EN, FR, DE, ES & NL

Advances in Computational Intelligence Book Review:

In this book, comprising recent research of leading researchers, a broad variety of problems is introduced, motivated, and then new results on these problems are presented. This handbook-like volume is for readers with theoretical as well as practical background knowledge about Computational Intelligence.

Advances in Evolutionary Algorithms

Advances in Evolutionary Algorithms
Author: Chang Wook Ahn
Publsiher: Springer
Total Pages: 172
Release: 2007-05-22
ISBN 10: 3540317597
ISBN 13: 9783540317593
Language: EN, FR, DE, ES & NL

Advances in Evolutionary Algorithms Book Review:

Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. This book provides effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms.

Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches

Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches
Author: Yin, Peng-Yeng
Publsiher: IGI Global
Total Pages: 375
Release: 2012-10-31
ISBN 10: 146662146X
ISBN 13: 9781466621466
Language: EN, FR, DE, ES & NL

Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches Book Review:

Developments in metaheuristics continue to advance computation beyond its traditional methods. With groundwork built on multidisciplinary research findings; metaheuristics, algorithms, and optimization approaches uses memory manipulations in order to take full advantage of strategic level problem solving. Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches provides insight on the latest advances and analysis of technologies in metaheuristics computing. Offering widespread coverage on topics such as genetic algorithms, differential evolution, and ant colony optimization, this book aims to be a forum researchers, practitioners, and students who wish to learn and apply metaheuristic computing.

Recent Advances in Intelligent Paradigms and Applications

Recent Advances in Intelligent Paradigms and Applications
Author: Ajith Abraham
Publsiher: Springer Science & Business Media
Total Pages: 272
Release: 2002-11-26
ISBN 10: 9783790815382
ISBN 13: 3790815381
Language: EN, FR, DE, ES & NL

Recent Advances in Intelligent Paradigms and Applications Book Review:

Digital systems that bring together the computing capacity for processing large bodies of information with the human cognitive capability are called intelligent systems. Building these systems has become one of the great goals of modem technology. This goal has both intellectual and economic incentives. The need for such intelligent systems has become more intense in the face of the global connectivity of the internet. There has become an almost insatiable requirement for instantaneous information and decision brought about by this confluence of computing and communication. This requirement can only be satisfied by the construction of innovative intelligent systems. A second and perhaps an even more significant development is the great advances being made in genetics and related areas of biotechnology. Future developments in biotechnology may open the possibility for the development of a true human-silicon interaction at the micro level, neural and cellular, bringing about a need for "intelligent" systems. What is needed to further the development of intelligent systems are tools to enable the representation of human cognition in a manner that allows formal manipulation. The idea of developing such an algebra goes back to Leibniz in the 17th century with his dream of a calculus ratiocinator. It wasn't until two hundred years later beginning with the work of Boole, Cantor and Frege that a formal mathematical logic for modeling human reasoning was developed. The introduction of the modem digital computer during the Second World War by von Neumann and others was a culmination of this intellectual trend.

Advances in Feature Selection for Data and Pattern Recognition

Advances in Feature Selection for Data and Pattern Recognition
Author: Urszula Stańczyk,Beata Zielosko,Lakhmi C. Jain
Publsiher: Springer
Total Pages: 328
Release: 2017-11-16
ISBN 10: 3319675885
ISBN 13: 9783319675886
Language: EN, FR, DE, ES & NL

Advances in Feature Selection for Data and Pattern Recognition Book Review:

This book presents recent developments and research trends in the field of feature selection for data and pattern recognition, highlighting a number of latest advances. The field of feature selection is evolving constantly, providing numerous new algorithms, new solutions, and new applications. Some of the advances presented focus on theoretical approaches, introducing novel propositions highlighting and discussing properties of objects, and analysing the intricacies of processes and bounds on computational complexity, while others are dedicated to the specific requirements of application domains or the particularities of tasks waiting to be solved or improved. Divided into four parts – nature and representation of data; ranking and exploration of features; image, shape, motion, and audio detection and recognition; decision support systems, it is of great interest to a large section of researchers including students, professors and practitioners.

Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques

Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques
Author: Marwala, Tshilidzi
Publsiher: IGI Global
Total Pages: 326
Release: 2009-04-30
ISBN 10: 1605663379
ISBN 13: 9781605663371
Language: EN, FR, DE, ES & NL

Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques Book Review:

"This book is for those who use data analysis to build decision support systems, particularly engineers, scientists and statisticians"--Provided by publisher.

Global Trends in Intelligent Computing Research and Development

Global Trends in Intelligent Computing Research and Development
Author: Tripathy, B.K.
Publsiher: IGI Global
Total Pages: 601
Release: 2013-12-31
ISBN 10: 1466649372
ISBN 13: 9781466649378
Language: EN, FR, DE, ES & NL

Global Trends in Intelligent Computing Research and Development Book Review:

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.