53 research outputs found
Food and feed safety aspects of cisgenic crop plant varieties
This report presents the results of the discussions that identified food and feed safety aspects of cisgenic plant varieties in comparison to conventional varieties on the one hand and transgenic plant varieties on the other hand. It was concluded that on the basis of the general characteristics of cisgenic plant varieties, there is, from a food and feed safety perspective, no scientific basis for a general reduction of requirements for cisgenic crop plant varieties
Scale-free memory model for multiagent reinforcement learning. Mean field approximation and rock-paper-scissors dynamics
A continuous time model for multiagent systems governed by reinforcement
learning with scale-free memory is developed. The agents are assumed to act
independently of one another in optimizing their choice of possible actions via
trial-and-error search. To gain awareness about the action value the agents
accumulate in their memory the rewards obtained from taking a specific action
at each moment of time. The contribution of the rewards in the past to the
agent current perception of action value is described by an integral operator
with a power-law kernel. Finally a fractional differential equation governing
the system dynamics is obtained. The agents are considered to interact with one
another implicitly via the reward of one agent depending on the choice of the
other agents. The pairwise interaction model is adopted to describe this
effect. As a specific example of systems with non-transitive interactions, a
two agent and three agent systems of the rock-paper-scissors type are analyzed
in detail, including the stability analysis and numerical simulation.
Scale-free memory is demonstrated to cause complex dynamics of the systems at
hand. In particular, it is shown that there can be simultaneously two modes of
the system instability undergoing subcritical and supercritical bifurcation,
with the latter one exhibiting anomalous oscillations with the amplitude and
period growing with time. Besides, the instability onset via this supercritical
mode may be regarded as "altruism self-organization". For the three agent
system the instability dynamics is found to be rather irregular and can be
composed of alternate fragments of oscillations different in their properties.Comment: 17 pages, 7 figur
Стратегічне планування як основний інструмент ефективності підприємства
Наук. кер.: А.Ю. Жулавськи
Safety Assessment of GMO-derived Foods
In some respects genetically modified organisms (GMOs) can no longer be considered a novelty in plant breeding. In some countries the larger part of the production of specific crops is in fact GMO production. Examples are the production of soya bean and maize in the USA. In general, these crops have incorporated genes that code for resistance to either herbicide or insects, or both. There are, however, other interesting developments, both with relation to the techniques used to create GMOs as well as to the introduced traits. This review provides an overview of recent developments in the broad area of biotechnology. Furthermore, regulatory aspects are discussed in a global perspective, with a focus on the situation in the European Union. In general, the basic approach to the food and feed safety assessment of GMOs is the same in different parts of the world; there may, however, be differences in the detailed procedures as applied in different countries. The general aspects of the safety assessment strategies are described and explained. Also, an overview is provided on research developments in the area of the food and feed safety assessment strategies, especially on the application of the so-called ‘omics’-technologies (transcriptomics, proteomics, and metabolomics) as a non-targeted approach in the comparative safety assessment of GMOs. It is concluded that it may in the future be necessary to adapt current national and international guidelines for the food and feed safety assessment of GMOs to accommodate the products of these novel developments having the potential to produce much more profound changes in the metabolism of crop plants than in today’s GMOs
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