Computational Intelligence in Engineering and Project Management

1. Auflage 2024
ISBN: 978-3-031-50494-5
Verlag: Springer Nature Switzerland

Buch, Englisch, Band 1134, 367 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 735 g

Reihe: Studies in Computational Intelligence

This book is dedicated to all those interested in the application of artificial intelligence in engineering and project management. Most of the jobs are focused on achieving agile project development. New algorithms that combine various computational intelligence techniques are applied in different areas of knowledge in project management.

In this book, computational intelligence is presented as the branch of AI that encompasses various techniques aimed at simulating human tolerance in decision-making processes in environments with uncertainty and imprecision. Among the precursor techniques of computational intelligence are: evolutionary algorithms, artificial neural networks, fuzzy set theory, and fuzzy systems. However, other areas such as the rough set, linguistic data summary, natural language processing, the conversational systems, fuzzy cognitive maps, collective intelligence, the neutrosophic theory, and other fuzzy logic extensions are contributing to the application and extension of computational intelligence

The book is organized into three parts, as shown below. The first part constitutes a critical review of computational intelligence in project management. The second part presents new computational intelligence techniques and their applications in project planning, control, and monitoring processes. In particular, the use of conversational systems and their applicability in the agile management of portfolio programs and projects stand out. Part three of the book exemplifies the use of computing techniques with words and other computational intelligence techniques for organizational decision-making.

The authors of the book stand out for their extensive experience in the development of basic and applied applications of computational intelligence. The authors Janusz Kacprzyk, Pedro Y. Piñero Pérez, Rafael E. Bello Pérez, and Iliana Pérez Pupo have published several books associated with artificial intelligence and computational intelligence applied to projects. They continue working on fundamental-oriented and applied research on different artificial intelligence techniques to help with decision-making in different areas of knowledge.

Authors would like to thank all the engineers, professors, and researchers without whose efforts this book could not have been written.

Zielgruppe

Research

Autoren/Hrsg.

Piñero Pérez, Pedro Yobanis

Pupo, Iliana Pérez

Kacprzyk, Janusz

Bello Pérez, Rafael

Fachgebiete

• Wirtschaftswissenschaften Betriebswirtschaft Management Projektmanagement
• Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Critical Review of Computational Intelligence in Project Management.- Conversational Systems and Computational Intelligence, a critical analysis.- Fuzzy cognitive maps, extensions and applicability as an explanatory artificial intelligence model.- Project scheduling a critical review of both traditional and metaheuristic technique.- Systematic Review of Augmented Reality (AR) And Bim for The Management of Deadlines, Costs and Quality.- Assessing Adoption Archetypes of Advanced Technologies in Industrial Clusters.- Computational Intelligence in Project Planning and Monitoring.- Combining EDA and Simulated Annealing strategies in Project Scheduling Construction.