Computational Intelligence in Engineering and Project Management

This book is dedicated to applying artificial intelligence in engineering and project management, focusing on agile project development. It covers computational intelligence techniques such as evolutionary algorithms, artificial neural networks, fuzzy set theory, fuzzy systems, rough set, linguistic data summary, natural language processing, conversational systems, fuzzy cognitive maps, collective intelligence, and neutrosophic theory. The book is organized into three parts, with the first part reviewing computational intelligence in project management, the second part presenting new techniques, and the third part exemplifying their use in organizational decision-making. The authors have extensive experience in developing basic and applied applications of computational intelligence and are working on fundamental-oriented and applied research to help with decision-making in different areas of knowledge.

Format: Hardback
Length: 367 pages
Publication date: 20 February 2024
Publisher: Springer International Publishing AG

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.

Dimension: 235 x 155 (mm)
ISBN-13: 9783031504945
Edition number: 1st ed. 2024