Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques

Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques
Title Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques PDF eBook
Author Chis, Monica
Publisher IGI Global
Pages 282
Release 2010-06-30
Genre Education
ISBN 1615208100

Download Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques Book in PDF, Epub and Kindle

Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques lays the foundation for the successful integration of evolutionary computation into software engineering. It surveys techniques ranging from genetic algorithms, to swarm optimization theory, to ant colony optimization, demonstrating their uses and capabilities. These techniques are applied to aspects of software engineering such as software testing, quality assessment, reliability assessment, and fault prediction models, among others, to providing researchers, scholars and students with the knowledge needed to expand this burgeoning application.

Evolutionary Computation

Evolutionary Computation
Title Evolutionary Computation PDF eBook
Author Ashish M. Gujarathi
Publisher CRC Press
Pages 646
Release 2016-12-01
Genre Computers
ISBN 1315342162

Download Evolutionary Computation Book in PDF, Epub and Kindle

Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective optimization, and then goes on to discuss to explore applications of evolutionary algorithms for many uses with real-world applications. Covering both the theory and applications of evolutionary computation, the book offers exhaustive coverage of several topics on nontraditional evolutionary techniques, details working principles of new and popular evolutionary algorithms, and discusses case studies on both scientific and real-world applications of optimization

Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics

Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics
Title Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics PDF eBook
Author Vasant, Pandian
Publisher IGI Global
Pages 999
Release 2016-03-08
Genre Mathematics
ISBN 1466696451

Download Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics Book in PDF, Epub and Kindle

Modern optimization approaches have attracted many research scientists, decision makers and practicing researchers in recent years as powerful intelligent computational techniques for solving several complex real-world problems. The Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics highlights the latest research innovations and applications of algorithms designed for optimization applications within the fields of engineering, IT, and economics. Focusing on a variety of methods and systems as well as practical examples, this book is a significant resource for graduate-level students, decision makers, and researchers in both public and private sectors who are seeking research-based methods for modeling uncertain real-world problems. .

Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications

Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications
Title Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications PDF eBook
Author Management Association, Information Resources
Publisher IGI Global
Pages 1810
Release 2016-07-26
Genre Computers
ISBN 1522507892

Download Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications Book in PDF, Epub and Kindle

As technology continues to become more sophisticated, mimicking natural processes and phenomena also becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for man-made computing to mirror the natural processes and systems that have existed for centuries. Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications takes an interdisciplinary approach to the topic of natural computing, including emerging technologies being developed for the purpose of simulating natural phenomena, applications across industries, and the future outlook of biologically and nature-inspired technologies. Emphasizing critical research in a comprehensive multi-volume set, this publication is designed for use by IT professionals, researchers, and graduate students studying intelligent computing.

Artificial Intelligence: Concepts, Methodologies, Tools, and Applications

Artificial Intelligence: Concepts, Methodologies, Tools, and Applications
Title Artificial Intelligence: Concepts, Methodologies, Tools, and Applications PDF eBook
Author Management Association, Information Resources
Publisher IGI Global
Pages 3095
Release 2016-12-12
Genre Computers
ISBN 152251760X

Download Artificial Intelligence: Concepts, Methodologies, Tools, and Applications Book in PDF, Epub and Kindle

Ongoing advancements in modern technology have led to significant developments in artificial intelligence. With the numerous applications available, it becomes imperative to conduct research and make further progress in this field. Artificial Intelligence: Concepts, Methodologies, Tools, and Applications provides a comprehensive overview of the latest breakthroughs and recent progress in artificial intelligence. Highlighting relevant technologies, uses, and techniques across various industries and settings, this publication is a pivotal reference source for researchers, professionals, academics, upper-level students, and practitioners interested in emerging perspectives in the field of artificial intelligence.

Handbook of Research on Artificial Intelligence Techniques and Algorithms

Handbook of Research on Artificial Intelligence Techniques and Algorithms
Title Handbook of Research on Artificial Intelligence Techniques and Algorithms PDF eBook
Author Vasant, Pandian
Publisher IGI Global
Pages 913
Release 2014-11-30
Genre Computers
ISBN 1466672595

Download Handbook of Research on Artificial Intelligence Techniques and Algorithms Book in PDF, Epub and Kindle

For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling and tackling a wide range of real-world application problems in society and nature. Analysts have turned to these problem-solving techniques in the event during natural disasters and chaotic systems research. The Handbook of Research on Artificial Intelligence Techniques and Algorithms highlights the cutting edge developments in this promising research area. This premier reference work applies Meta-heuristics Optimization (MO) Techniques to real world problems in a variety of fields including business, logistics, computer science, engineering, and government. This work is particularly relevant to researchers, scientists, decision-makers, managers, and practitioners.

Fuzzy Systems: Concepts, Methodologies, Tools, and Applications

Fuzzy Systems: Concepts, Methodologies, Tools, and Applications
Title Fuzzy Systems: Concepts, Methodologies, Tools, and Applications PDF eBook
Author Management Association, Information Resources
Publisher IGI Global
Pages 1795
Release 2017-02-22
Genre Mathematics
ISBN 1522519092

Download Fuzzy Systems: Concepts, Methodologies, Tools, and Applications Book in PDF, Epub and Kindle

There are a myriad of mathematical problems that cannot be solved using traditional methods. The development of fuzzy expert systems has provided new opportunities for problem-solving amidst uncertainties. Fuzzy Systems: Concepts, Methodologies, Tools, and Applications is a comprehensive reference source on the latest scholarly research and developments in fuzzy rule-based methods and examines both theoretical foundations and real-world utilization of these logic sets. Featuring a range of extensive coverage across innovative topics, such as fuzzy logic, rule-based systems, and fuzzy analysis, this is an essential publication for scientists, doctors, engineers, physicians, and researchers interested in emerging perspectives and uses of fuzzy systems in various sectors.