The book provides theoretical and practical knowledge about swarm and evolutionary approach, i.e. deep swarm and deep evolution, to generative AI and LLMs. It discusses the cognitive differences and similarities between humans and LLMs and describes...Lasīt vairāk
This book aims at providing theoretical knowledge in the application of swarm intelligence and evolutionary computation including several recent meta-heuristic algorithms and also providing practical emerging applications in machine learning and dee...Lasīt vairāk
This text covers the latest machining processes using evolutionary optimization and comparative analysis with conventional optimization techniques. It will an ideal reference text for graduate students and academic researchers working in diverse eng...Lasīt vairāk
This book highlights various evolutionary algorithm techniques for various medical conditions and introduces medical applications of evolutionary computation for real-time diagnosis....Lasīt vairāk
The book provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. It describes the emerging approach to deep learning that integrates swarm intelligence and evolutionary computation with deep learning....Lasīt vairāk
This book meant for students, scientists and engineers to help in the application of evolutionary algorithms to practical optimization problems. The presentation of theoretical background is complemented with didactical Python implementations of evo...Lasīt vairāk
Evolutionary multi-objective optimization (EMO) has emerged as a sub-discipline of multi-objective optimization, combining the fields of evolutionary computation and classical multiple criteria decision making. This field has applications in artific...Lasīt vairāk
The book is intended towards graduates and postgraduates information technology and computer science. It will be beneficial for healthcare professionals in the area of biotechnology, general medicine and pharmacy....Lasīt vairāk
This book provides both theoretical and practical knowledge about artificial intelligence (AI) and swarm intelligence. It emphasizes real-world applicability and offers empirical examples from real-world problems to demonstrate that the proposed app...Lasīt vairāk
(Izdošanas datums: 17-Jan-2017, Izdevniecība: ISTE Ltd and John Wiley & Sons Inc, ISBN-13: 9781119136507)
Evolutionary computation algorithms are employed to minimize functions with large number of variables. Biogeography-based optimization (BBO) is an optimization algorithm that is based on the science of biogeography, which researches the migration pa...Lasīt vairāk
(Izdošanas datums: 19-Jul-2011, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781118161883)
This cutting-edge book covers emerging, evolutionary and nature inspired optimization techniques in the field of advanced manufacturing. The complexity of real life advanced manufacturing problems often cannot be solved by traditional engineering or...Lasīt vairāk
Sērija : IEEE Press Series on Power and Energy Systems
(Izdošanas datums: 11-Mar-2008, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9780470225868)
Several heuristic tools have emerged in the last decade, facilitating solutions to optimization problems that were previously difficult or impossible to solve. Compared with traditional approaches, these tools offer more robust systems and greatly s...Lasīt vairāk
Sērija : IEEE Press Series on Computational Intelligence
(Izdošanas datums: 03-Feb-2006, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9780471749219)
The revised and significantly expanded third edition of Evolutionary Computation presents the latest advances in the theory and practice of evolutionary computation. Highlighting the relationship between learning and intelligence, the book shows rea...Lasīt vairāk
(Izdošanas datums: 01-Jan-2000, Izdevniecība: Institute of Physics Publishing, ISBN-13: 9781315274638)
Offers information on algorithms and operators used in evolutionary computing. This book discusses the basic ideas that underlie the main paradigms of evolutionary algorithms, evolution strategies, evolutionary programming, and genetic programming....Lasīt vairāk
