Title :
Requirement-Based Bidding Language for Agent-Based Scheduling
Author_Institution :
Concordia Inst. for Inf. Syst. Eng., Concordia Univ., Montreal, QC, Canada
Abstract :
This paper presents a requirement-based bidding language for agent-based scheduling. The language allows agents to attach their valuations directly to scheduling performance requirements. Compared with general bidding languages, the proposed one reduces agents´ valuation and system´s communication complexities. In addition, it results in efficient winner determination problem models. Experimental results show that the requirement-based language exhibits superior winner determination performance in terms of problem-solving speed and scalability.
Keywords :
formal verification; scheduling; software agents; agent based scheduling; agents valuation; requirement based bidding language; Complexity theory; Cost accounting; Job shop scheduling; Processor scheduling; Runtime; Scalability; Schedules; Agent-based scheduling; bidding language; economic-based negotiation mechanisms;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2012.2196795