Negotiation criteria for multiagent resource allocation
نویسندگان
چکیده
Negotiation in a multiagent system is a topic of active interest for enabling the allocation of scarce resources among autonomous agents. A discussion of the research puts in context the contributions to resource allocation from the fields of economics, mathematics, and multiagent systems. We group the criteria based on how they relate to each other as well as their historical context. In addition, we present three new criteria: verifiability, dimensionality, and topology. The category of allocation criteria relates to issues of fairness and envy-freeness with respect to portions allocated to agents. The category of protocol criteria presents issues related to stability, strategy-proofness, and communication costs. The category of criteria for procedures discusses the complexity issues of allocation procedures. The category of criteria for resources discusses the properties that various resources can take and how they affect allocation. Finally we conclude with a discussion of the criteria for agent utility functions. The overall objective of this paper is to create a starting point for protocol engineering for future negotiation designers.
منابع مشابه
Multi Agent Resource Allocation: a Comparison of Five Negotiation Protocols
This paper describes five systems that exploit negotiation strategies to solve multiagent resource allocation problems. A deep comparison is drawn among them according to different criteria that involve general features of the systems; adherence to widely accepted agent definitions; domain, purpose, and approach; analysis, design and implementation of the negotiation protocol. Considerations on...
متن کاملSimulation of Negotiation Policies in Distributed Multiagent Resource Allocation
In distributed approaches to multiagent resource allocation, the agents belonging to a society negotiate deals in small groups at a local level, driven only by their own rational interests. We can then observe and study the effects such negotiation has at the societal level, for instance in terms of the economic efficiency of the emerging allocations. Such effects may be studied either using th...
متن کاملHybrid negotiation for resource coordination in multiagent systems
In this paper, we present a coordination approach to resource allocation problem in multiagent systems. Agents adaptively coordinate resources among themselves to handle resource shortage crises resulted from events they encounter in dynamic, uncertain, real-time, and noisy environments. The coordination approach is implemented with a hybrid negotiation mechanism. The hybrid negotiation mechani...
متن کاملMulti-Agent Systems for Resource Allocation
The resource allocation in complex systems needs developing systems as multiagent systems and the negotiation is a usual way to acquire the resources in the needed amounts and at appropriate times. The strategies and tactics depend upon the developed system. The paper analyzes the results in resource allocation and gives an example for distributed computer architecture.
متن کاملImproving Agent Performance for Multi-Resource Negotiation Using Learning Automata and Case-Based Reasoning
In electronic commerce markets, agents often should acquire multiple resources to fulfil a high-level task. In order to attain such resources they need to compete with each other. In multi-agent environments, in which competition is involved, negotiation would be an interaction between agents in order to reach an agreement on resource allocation and to be coordinated with each other. In recent ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Knowledge Eng. Review
دوره 24 شماره
صفحات -
تاریخ انتشار 2009