A negotiation protocol for multiple interdependent issues negotiation over energy exchange
A negotiation protocol for multiple interdependent issues negotiation over energy exchange
We present a novel negotiation protocol to facilitate energy exchange between off-grid homes that are equipped with renewable energy generation and electricity storage. Our solution imposes additional constraints on negotiation such that it reduces a complex interdependent multi-issue problem to one that is tractable. We prove that using our protocol, agents can reach a Pareto-optimal, dominant strategy equilibrium in a decentralized and timely fashion. We empirically evaluate our approach in a realistic setting. In this case, we show that energy exchange can be useful in reducing the capacity of the energy storage devices in homes by close to 40\%.
multiagent systems, negotiation protocol, rules of encounter, multi issue negotiation, interdependent multi issue negotiation
Alam, Muddasser
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Rogers, Alex
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Ramchurn, Sarvapali
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Alam, Muddasser
9a8f7f5d-2a65-4933-8903-d48445358eb8
Rogers, Alex
f9130bc6-da32-474e-9fab-6c6cb8077fdc
Ramchurn, Sarvapali
1d62ae2a-a498-444e-912d-a6082d3aaea3
Alam, Muddasser, Rogers, Alex and Ramchurn, Sarvapali
(2011)
A negotiation protocol for multiple interdependent issues negotiation over energy exchange.
IJCAI Workshop on AI for an Intelligent Planet, Barcelona.
16 Jul 2011.
6 pp
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
We present a novel negotiation protocol to facilitate energy exchange between off-grid homes that are equipped with renewable energy generation and electricity storage. Our solution imposes additional constraints on negotiation such that it reduces a complex interdependent multi-issue problem to one that is tractable. We prove that using our protocol, agents can reach a Pareto-optimal, dominant strategy equilibrium in a decentralized and timely fashion. We empirically evaluate our approach in a realistic setting. In this case, we show that energy exchange can be useful in reducing the capacity of the energy storage devices in homes by close to 40\%.
Text
ijcai11-camera-ready.pdf
- Accepted Manuscript
More information
e-pub ahead of print date: 1 July 2011
Venue - Dates:
IJCAI Workshop on AI for an Intelligent Planet, Barcelona, 2011-07-16 - 2011-07-16
Keywords:
multiagent systems, negotiation protocol, rules of encounter, multi issue negotiation, interdependent multi issue negotiation
Organisations:
Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 272479
URI: http://eprints.soton.ac.uk/id/eprint/272479
PURE UUID: 7eb82561-0145-4393-8d9a-68907ffb1578
Catalogue record
Date deposited: 16 Jun 2011 13:43
Last modified: 15 Mar 2024 03:22
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Contributors
Author:
Muddasser Alam
Author:
Alex Rogers
Author:
Sarvapali Ramchurn
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