منابع مشابه
Memory with Memory in Tree-Based Genetic Programming
In recent work on linear register-based genetic programming (GP) we introduced the notion of Memory-with-Memory (MwM), where the results of operations are stored in registers using a form of soft assignment which blends a result into the current content of a register rather than entirely replace it. The MwM system yielded very promising results on a set of symbolic regression problems. In this ...
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Amemory-enabled program representation in strongly-typed Genetic Programming (GP) is compared against the standard representation in a number of financial time-series modelling tasks. The paper first presents a survey of GP systems that utilise memory. Thereafter, a number of simulations show thatmemory-enabled programs generalise better than their standard counterparts in most datasets of this...
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Many of the problems considered in optimization and learning assume that solutions exist in a dynamic. Hence, algorithms are required that dynamically adapt with the problem’s conditions and search new conditions. Mostly, utilization of information from the past allows to quickly adapting changes after. This is the idea underlining the use of memory in this field, what involves key design issue...
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Objective Professionals rely on the diagnostic criteria of the American Psychiatric Association (APA) and Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) for the diagnosis of Attention Deficit Hyperactivity Disorder (ADHD). DSM-5 recognizes three subtypes of ADHD; predominantly inattentive, predominantly hyperactive-impulsive, and the combined types. ADHD is widely...
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The genetic programming (GP) paradigm was designed to evolve functions that are progressively better approximations to some target function. The introduction of memory into GP has opened the Pandora's box which is algorithms. It has been shown that the combination of GP and Indexed Memory can be used to evolve any target algorithm. What has not been shown is the practicality of doing so. This p...
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ژورنال
عنوان ژورنال: Journal of Artificial Evolution and Applications
سال: 2009
ISSN: 1687-6229,1687-6237
DOI: 10.1155/2009/570606