Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Some open systems must address a standard resourceallocation problem: how to collectivise and distribute aset of common-pool resources, with respect to multiple criteriasuch as fairness, inclusivity and sustainability. Previous work inself-organising multi-agent systems formalised Nicholas Rescher'stheory of distributive justice so that agents could self-organise theallocation according to contextualised legitimate claims. Hover, although this presented a viable solution in principle, in practicethe process contained two 'expensive' voting rounds and an(albeit elected) centralised 'head' role, compromising parallelism, scalability and security. This in turn could be a hindrance to itsapplication in large, real-life systems. ,  propose analternative solution to the problem, based on direct interactionbeten agents in a decentralised manner. Instead of voting,  develop an autonomous mechanism of trust and reputationcalculated independently by each agent from its local observationsand interactions. Simulations demonstrate the efficiencyand effectiveness of the new solution to find fair allocations indiverse scenarios, including situations with non-compliant agents. Moreover, the effect of topology on our algorithms capacity isexamined, showing that it is possible to achieve fair solutions evenwhen agents do not have direct access to the whole network.
['David Burth Kurka', 'Jeremy Pitt']
I am writing a research paper on a idea Distributed Distributive Justice
[{"from": "human", "value": "I am writing a research paper on a idea Distributed Distributive Justice"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Some open systems must address a standard resourceallocation problem: how to collectivise and distribute aset of common-pool resources, with respect to multiple criteriasuch as fairness, inclusivity and sustainability. Previous work inself-organising multi-agent systems formalised Nicholas Rescher'stheory of distributive justice so that agents could self-organise theallocation according to contextualised legitimate claims. Hover, although this presented a viable solution in principle, in practicethe process contained two 'expensive' voting rounds and an(albeit elected) centralised 'head' role, compromising parallelism, scalability and security. This in turn could be a hindrance to itsapplication in large, real-life systems. ,  propose analternative solution to the problem, based on direct interactionbeten agents in a decentralised manner. Instead of voting,  develop an autonomous mechanism of trust and reputationcalculated independently by each agent from its local observationsand interactions. Simulations demonstrate the efficiencyand effectiveness of the new solution to find fair allocations indiverse scenarios, including situations with non-compliant agents. Moreover, the effect of topology on our algorithms capacity isexamined, showing that it is possible to achieve fair solutions evenwhen agents do not have direct access to the whole network."}]