This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior...
详细信息
ISBN:
(数字)9783030422271
ISBN:
(纸本)9783030422264;9783030422295
This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced third edition has been fully revised and expanded with new content on deep learning, scalarization methods, large-scale optimization algorithms, and collective decision-making algorithms.;Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.
This book gathers revised and extended versions of the best papers presented at the 8th International Joint Conference on computational intelligence (IJCCI 2016), which was held in Porto, Portugal from 9 to 11 Novembe...
详细信息
ISBN:
(数字)9783319992839
ISBN:
(纸本)9783319992822;9783030075859
This book gathers revised and extended versions of the best papers presented at the 8th International Joint Conference on computational intelligence (IJCCI 2016), which was held in Porto, Portugal from 9 to 11 November 2016. The papers address three main fields of computational intelligence, namely: Evolutionary Computation, Fuzzy Computation, and Neural Computation. In addition to highlighting recent advances in these areas, the book offers veteran researchers new and innovative solutions, while also providing a source of information and inspiration for newcomers to the field.
This present book includes a set of selected revised and extended versions of the best papers presented at the 11th International Joint Conference on computational intelligence (IJCCI 2019) – held in Vienna, Austria,...
详细信息
ISBN:
(数字)9783030705947
ISBN:
(纸本)9783030705930;9783030705961
This present book includes a set of selected revised and extended versions of the best papers presented at the 11th International Joint Conference on computational intelligence (IJCCI 2019) – held in Vienna, Austria, from 17 to 19 September 2019. The authors focus on three outstanding fields of computational intelligence through the selected panel, namely Evolutionary Computation, Fuzzy Computation and Neural Computation. Besides presenting the recent advances of the selected areas, the book aims to aggregate new and innovative solutions for confirmed researchers and, on the other hand, to provide a source of information and/or inspiration for young interested researchers or learners in the ever-expanding and current filed of computational intelligence. It constitutes a precious provision of knowledge for individual researchers as well as represents a valuable sustenance for collective use in academic libraries (of universities and engineering schools) relating innovative techniques invarious fields of applications.
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