Computational Intelligence for Engineering and Management Applications
Title | Computational Intelligence for Engineering and Management Applications PDF eBook |
Author | Prasenjit Chatterjee |
Publisher | Springer Nature |
Pages | 925 |
Release | 2023-04-29 |
Genre | Technology & Engineering |
ISBN | 981198493X |
This book comprises select proceedings of the 1st International Conference on Computational Intelligence for Engineering and Management Applications (CIEMA - 2022). This book emphasizes applications of computational intelligence including machine intelligence, data analytics, and optimization algorithms for solving fundamental and advanced engineering and management problems. This book serves as a valuable resource for researchers, industry professionals, academicians, and doctoral scholars in engineering, production, thermal, materials, design, computer engineering, natural sciences, and management who work on computational intelligence. The book also serves researchers who are willing to use computational intelligence algorithms in real-time applications.
Computational Intelligence Techniques and Their Applications to Software Engineering Problems
Title | Computational Intelligence Techniques and Their Applications to Software Engineering Problems PDF eBook |
Author | Ankita Bansal |
Publisher | CRC Press |
Pages | 267 |
Release | 2020-09-27 |
Genre | Computers |
ISBN | 1000191923 |
Computational Intelligence Techniques and Their Applications to Software Engineering Problems focuses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability prediction, test case selection and prioritization, and much more. The concepts of expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, and rough sets are introduced with their applications in software engineering. The field of knowledge discovery is explored using neural networks and data mining techniques by determining the underlying and hidden patterns in software data sets. Aimed at graduate students and researchers in computer science engineering, software engineering, information technology, this book: Covers various aspects of in-depth solutions of software engineering problems using computational intelligence techniques Discusses the latest evolutionary approaches to preliminary theory of different solve optimization problems under software engineering domain Covers heuristic as well as meta-heuristic algorithms designed to provide better and optimized solutions Illustrates applications including software requirement prioritization, software cost estimation, reliability assessment, software defect prediction, and more Highlights swarm intelligence-based optimization solutions for software testing and reliability problems
Applications of Artificial Intelligence in Engineering
Title | Applications of Artificial Intelligence in Engineering PDF eBook |
Author | Xiao-Zhi Gao |
Publisher | Springer Nature |
Pages | 922 |
Release | 2021-05-10 |
Genre | Technology & Engineering |
ISBN | 9813346043 |
This book presents best selected papers presented at the First Global Conference on Artificial Intelligence and Applications (GCAIA 2020), organized by the University of Engineering & Management, Jaipur, India, during 8–10 September 2020. The proceeding will be targeting the current research works in the domain of intelligent systems and artificial intelligence.
Computational Management
Title | Computational Management PDF eBook |
Author | Srikanta Patnaik |
Publisher | Springer Nature |
Pages | 682 |
Release | 2021-05-29 |
Genre | Technology & Engineering |
ISBN | 303072929X |
This book offers a timely review of cutting-edge applications of computational intelligence to business management and financial analysis. It covers a wide range of intelligent and optimization techniques, reporting in detail on their application to real-world problems relating to portfolio management and demand forecasting, decision making, knowledge acquisition, and supply chain scheduling and management.
Software Engineering Research, Management and Applications
Title | Software Engineering Research, Management and Applications PDF eBook |
Author | Roger Lee |
Publisher | Springer |
Pages | 224 |
Release | 2019-07-24 |
Genre | Technology & Engineering |
ISBN | 3030243443 |
This edited book presents the scientific outcomes of the 17th International Conference on Software Engineering, Artificial Intelligence Research, Management and Applications (SERA 2019) held on May 29–31, 2019 in Honolulu, Hawaii. The aim of the conference was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. This book includes 13 of the conference’s most promising papers featuring recent research in software engineering, management and applications
Computational Intelligence in Software Engineering
Title | Computational Intelligence in Software Engineering PDF eBook |
Author | Witold Pedrycz |
Publisher | World Scientific |
Pages | 504 |
Release | 1998 |
Genre | Computers |
ISBN | 9789810235031 |
This unique volume is the first publication on software engineering and computational intelligence (CI) viewed as a synergistic interplay of neurocomputing, granular computation (including fuzzy sets and rough sets), and evolutionary methods. It presents a unified view of CI in the context of software engineering. The book addresses a number of crucial issues: what is CI, what role does it play in software development, how are CI elements built into successive phases of the software life cycle, and what is the role played by CI in quantifying fundamental features of software artifacts? With contributions from leading researchers and practitioners, the book provides the reader with a wealth of new concepts and approaches, complete algorithms, in-depth case studies, and thought-provoking exercises. The topics coverage include neurocomputing, granular as well as evolutionary computing, object-oriented analysis and design in software engineering. There is also an extensive bibliography.
Advanced Methods and Applications in Computational Intelligence
Title | Advanced Methods and Applications in Computational Intelligence PDF eBook |
Author | Ryszard Klempous |
Publisher | Springer Science & Business Media |
Pages | 412 |
Release | 2013-07-20 |
Genre | Technology & Engineering |
ISBN | 3319014366 |
This book offers an excellent presentation of intelligent engineering and informatics foundations for researchers in this field as well as many examples with industrial application. It contains extended versions of selected papers presented at the inaugural ACASE 2012 Conference dedicated to the Applications of Systems Engineering. This conference was held from the 6th to the 8th of February 2012, at the University of Technology, Sydney, Australia, organized by the University of Technology, Sydney (Australia), Wroclaw University of Technology (Poland) and the University of Applied Sciences in Hagenberg (Austria). The book is organized into three main parts. Part I contains papers devoted to the heuristic approaches that are applicable in situations where the problem cannot be solved by exact methods, due to various characteristics or dimensionality problems. Part II covers essential issues of the network management, presents intelligent models of the next generation of networks and distributed systems as well as discusses applications of modern numerical methods in large intractable systems. Part III covers salient issues of complexity in intelligent system applications. This part also contains papers and articles which discuss concurrency issues that arise when multiple systems attempt to use the same radio space and the inter-connected system applications in the field of medical simulation and training.