Lucas Agussurja

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Real time supply chain management in a rapidly changing environment requires reactive and dynamic collaboration among participating entities. In this work, we model supply chain as a multi agent system where agents are subject to an adjustable autonomy. The autonomy of an agent refers to its capability and capacity to make decisions within a multi-agent(More)
We consider a partially observable Markov decision process (POMDP) model for improving a taxi agent cruising decision in a congested urban city. Using real-world data provided by a large taxi company in Singapore as a guide, we derive the state transition function of the POMDP. Specifically, we model the cruising behavior of the drivers as continuous-time(More)
Sustainable supply chain management has been an increasingly important topic of research in recent years. At the strategic level, there are computational models which study supply and distribution networks with environmental considerations. At the operational level, there are, for example, routing and scheduling models which are constrained by carbon(More)
With the advent of e-commerce, logistics providers are faced with the challenge of handling fluctuating and sparsely distributed demand, which raises their operational costs significantly. As a result, horizontal cooperation are gaining momentum around the world. One of the major impediments, however, is the lack of stable and fair profit sharing mechanism.(More)
In a rapidly changing environment, the behavior and decision-making power of agents may have to be adaptive with respect to a fluctuating autonomy. In this paper, a centralized fuzzy approach is proposed to sense changes in environmental conditions and translate them to changes in agent autonomy. A distributed coalition formation scheme is then applied to(More)
Azizi Ab Aziz Lucas Agussurja Jean-Paul Arcangeli Tim Baarslag Dirk Bade Bruno Beaufils Francesco Belardinelli Karel Bergmann Stefano Bromuri Suratna Budalakoti Sofia Ceppi Kyriakos Chatzidimitriou Antonios Chrysopoulos Zijie Cong Jorge Pablo Cordero Hernandez Lennard de Rijk David DeAngelis John Debenham Fabien Delecroix Marc Esteva Patricia Everaere Moser(More)
Tawfig M. Abdelaziz Diana Francisca Adamatti Lucas Agussurja Patrizio Barbini Alexandros Batzios Ana Bazzan Fiemke Both Jeffrey E. Boyd Yundong Cai Henrique Lopes Cardoso Thomas E. Carroll Sara Casare Paulo André Lima de Castro António Castro Lijun Chang Kyriakos C. Chatzidimitriou Prithviraj Dasgupta Ke Cheng Helder Coelho Stephen Cranefield John Debenham(More)
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