By Gordan Jezic, Robert J. Howlett, Lakhmi C. Jain
Agents and multi-agent platforms are concerning a latest software program paradigm which has lengthy been well-known as a promising know-how for developing self reliant, advanced and clever structures. the subjects coated during this quantity contain agent-oriented software program engineering, agent co-operation, co-ordination, negotiation, association and verbal exchange, allotted challenge fixing, specification of agent verbal exchange languages, agent privateness, security and safety, formalization of ontologies and conversational agents.
The quantity highlights new developments and demanding situations in agent and multi-agent examine and contains 38 papers categorized within the following particular subject matters: studying paradigms, agent-based modeling and simulation, company version innovation and disruptive applied sciences, anthropic-oriented computing, severe video games and enterprise intelligence, layout and implementation of clever brokers and multi-agent structures, electronic financial system, and advances in networked digital organizations. released papers were awarded on the ninth KES convention on Agent and Multi-Agent platforms – applied sciences and purposes (KES-AMSTA 2015) held in Sorrento, Italy.
Presented effects might be of price to the learn group operating within the fields of man-made intelligence, collective computational intelligence, robotics, discussion structures and, specifically, agent and multi-agent platforms, applied sciences, instruments and applications.
Read or Download Agent and Multi-Agent Systems: Technologies and Applications: 9th KES International Conference, KES-AMSTA 2015 Sorrento, Italy, June 2015, Proceedings PDF
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Additional info for Agent and Multi-Agent Systems: Technologies and Applications: 9th KES International Conference, KES-AMSTA 2015 Sorrento, Italy, June 2015, Proceedings
1 Implementation To test the eﬀectiveness of our approach, we have implemented our model and deployed it on an actual cluster. We choose Python to develop the model since this language is eﬃcient for quick prototyping. Python is a mature portable language with a lot of well tested scientiﬁc libraries and is along with C and Fortran one of the most used languages for high performance computing . For the inter-process communications we use MPI, that is the de facto standard language for parallel computing with a huge community of users.
The overall exchange consists of two passes concluded with the generation of a session key, while its robustness is due to the hardness of the discrete logarithm problem. 4. Authentication: At this stage, each platform creates a digital signature through hashing a set of concatenated values. This set includes the parameters and calculated values of the previous phases, in addition to the relevant TTP identity and the appropriate IP address. Both signatures are then exchanged and veriﬁed to validate the authentication of communicating platforms.
Thus the agents migration cost is: M = 3In. There are on average |A|∕|E| agents per vertex. So with Ec the set of edges between diﬀerent servers we have on average n = |A|∕|E| × |Ec |. Thus T = I(|E| + 3|A|∕|E| × |Ec |). As we could expect, the less edges there are between two servers and the less the communication cost there is (Fig. 2). Fig. 2 The graph is parted and each part are distributed between the available processes So for the environment distribution method to be eﬀective, we need to split the vertices into k disjoint sets such that each set has approximately the same vertex weight and such that the cut-weight, the total weight of edges cut by the partition, is minimized.
Agent and Multi-Agent Systems: Technologies and Applications: 9th KES International Conference, KES-AMSTA 2015 Sorrento, Italy, June 2015, Proceedings by Gordan Jezic, Robert J. Howlett, Lakhmi C. Jain