Contacto
Como comprar
Entrega
Guia de compras
Workforce Distribution in Dynamic Multiagent Systems
Inglês
171 b
Política de devolução de 30 dias
Os clientes também compraram
/
Capa mole
27.74
€
/
Capa mole
12.45
€
/
Capa mole
37.87
€
/
Capa mole
91.05
€
This work describes a novel approach to the problem of workforce distribution in dynamic multi-agent systems based on blackboard architectures, focusing especially on a real-world scenario: the multi-skill call centre. Traditionally, to address such highly-dynamic environments, diverse greedy heuristics have been applied to provide solutions in real-time. Basically, these heuristics perform a continuous re-planning on the system, taking into account its current state at all times. As decisions are greedily taken, the distribution of the workforce may be poor in the medium and/or long term. The usage of parallel memetic algorithms, which are more sophisticated than standard ad-hoc heuristics, can lead us towards much more accurate solutions. In order to effectively apply parallel memetic algorithms to such a dynamic environment, we introduce the concept of adaptive time window. Thus, the size of the time window depends upon the level of dynamism of the system at a given time. This research proposes a set of tools to automatically determine the dynamism of the system, as well as a novel and precise prediction module based on a neural network and a powerful optimization method.
Sobre o livro
Inglês
Ofereça este livro hoje
É fácil
1 Adicione ao carrinho e escolha Entregar como presente ao finalizar a compra 2 Receberá um vale 3 O livro chegará ao endereço do destinatárioTambém pode estar interessado em
/
Capa mole
22.88
€
/
Livro de capa dura
227.67
€
/
Capa mole
11.03
€
/
Capa mole
12.45
€
/
Livro de capa dura
11.64
€
/
Capa mole
55.49
€
/
Livro de capa dura
46.07
€
Olá! Sou o Libroamiko, o seu conselheiro de livros.
Como posso ajudar?