Artificial Life and Evolutionary Computation
نویسندگان
چکیده
منابع مشابه
Models of Artificial Life - Herbert Simon and Evolutionary Computation
Herbert Simon is justly regarded as the father of artificial intelligence and even of the fields of computer science and cognitive science as we currently conceive them. His Nobel Prize was in economics, but he also made significant contributions to philosophy, political science, psychology, public policy, and beyond. Among his nearly a thousand publications, were many that dealt with issues of...
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چکیده ندارد.
15 صفحه اولKEYWORDS: Artificial Life, Adaptive Systems, On-line Optimisation, Evolutionary Computation, Continuos Learning, Dynamical Systems, Chua’s Circuit
The ideas proposed in this work are aimed to develop a novel approach based on artificial life (alife) environments for on-line adaptive optimisation of dynamical systems. The basic features of the proposed approach are: no intensive modelling (continuos learning directly from measurements) and capability to follow the system evolution (adaptation to environmental changes). The essence could be...
متن کاملThe Automated Design of Artificial Neural Networks Using Evolutionary Computation
Neuroevolution refers to the design of artificial neural networks using evolutionary algorithms. It has been one of the promising application areas for evolutionary computation, as neural network design is still being done by human experts and automating the design process by evolutionary approaches will benefit developing intelligent systems and understanding “real” neural networks. The core i...
متن کاملEvolutionary and Adaptive Systems MSc . Artificial Life Project
Robot control has become a topic of great activity and some controversy of late with the original A.I. ‘sense-plan-act’ approach being challenged by Brooks’ subsumption architecture [3] and evolutionary robotics. The latter potentially offers much by letting evolution solve the problems of control for us, but requires many generations of robots to be evaluated and can take a prohibitively long ...
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ژورنال
عنوان ژورنال: Communications in computer and information science
سال: 2022
ISSN: ['1865-0937', '1865-0929']
DOI: https://doi.org/10.1007/978-3-031-23929-8