This book brings together some of the most impactful researchers in the field of genetic programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based mach...Loe edasi...
Symbolic regression (SR) is one of the most powerful machine learning techniques that produces transparent models, searching the space of mathematical expressions for a model that represents the relationship between the predictors and the...Loe edasi...
Explore the ever-growing world of genetic algorithms to build and enhance AI applications involving search, optimization, machine learning, deep learning, NLP, and XAI using Python libraries Key Features Learn how to implement...Loe edasi...
This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based mach...Loe edasi...
This first book of conference proceedings contains selected papers presented at ICGEC 2023, the 15th International Conference on Genetic and Evolutionary Computing, held on October 6–8, 2023, in Kaohsiung, Taiwan. The conference is intended as an...Loe edasi...
This book meant for those who seek to apply evolutionary algorithms to problems in engineering and science. To this end, it provides the theoretical background necessary to the understanding of the presented evolutionary algorithms and their short...Loe edasi...
This book constitutes the refereed proceedings of the 27th European Conference on Genetic Programming, EuroGP 2024, held in Aberystwyth, UK, April 3–5, 2024 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications....Loe edasi...
This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based mach...Loe edasi...
This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art...Loe edasi...
This book constitutes the refereed proceedings of the 26th European Conference on Genetic Programming, EuroGP 2023, held as part of EvoStar 2023, in Brno, Czech Republic, during April 12–14, 2023, and co-located with the EvoStar events, EvoCOP, EvoMU...Loe edasi...
This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art...Loe edasi...
This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental...Loe edasi...
A complete reference source to genetic algorithms that explains how they might be used to find trading strategies, as well as their use in search and optimization. The book covers the functions of genetic algorithms internally, computer implementati...Loe edasi...
(Ilmumisaeg: 25-Jun-2021, Hardback, Kirjastus: Business Science Reference, ISBN-13: 9781799841050)
This book offers an overall general review of internal working of Genetic Algorithms (GAs) in search and optimization, and their use in to find out attractive stock trading strategies--...Loe edasi...
This book meant for those who seek to apply evolutionary algorithms to problems in engineering and science. To this end, it provides the theoretical background necessary to the understanding of the presented evolutionary algorithms and their short...Loe edasi...
This book constitutes the refereed proceedings of the 25th European Conference on Genetic Programming, EuroGP 2022, held as part of Evo*2021, as Virtual Event, in April 2022, co-located with the Evo*2022 events, EvoCOP, EvoMUSART, and EvoApplicati...Loe edasi...
Solve Problems Using Evolution. From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. But you dont need an exotic new language or framework to get started; you can learn ab...Loe edasi...
This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental...Loe edasi...
(Ilmumisaeg: 30-Dec-2020, Hardback, Kirjastus: Business Science Reference, ISBN-13: 9781799880486)
Genetic programming is a new and evolutionary method that has become a novel area of research within artificial intelligence known for automatically generating high quality solutions to optimization and search problems. This automatic aspect of th...Loe edasi...
