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A chaotic owl search algorithm based bilateral negotiation model
Ain Shams Engineering Journaljournal homepage: www.sciencedirect.comPlease cite this article as: W. H. El-Ashmawi, D. S. Abd Elminaam, A. M. Nabil et al., A chaotic owl search algorithm based bilateral negotiation model,AinShams Engineering • 2020
Publication Information
Authors
Author links open overlay panelWalaa H.El-AshmawiacDiaa SalamaAbd ElminaambcAyman M.NabilcEsraaEldesoukyda
Keywords
Owl search algorithm
Bilateral negotiation
Chaos
Meta-heuristic algorithms
Logistic chaotic map
Negotiation tactics
Journal
Ain Shams Engineering Journaljournal homepage: www.sciencedirect.comPlease cite this article as: W. H. El-Ashmawi, D. S. Abd Elminaam, A. M. Nabil et al., A chaotic owl search algorithm based bilateral negotiation model,AinShams Engineering
Publisher
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Volume
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Issue
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Pages
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publication.type
International
Paper Link
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Supplementary Materials
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Abstract
Negotiation is a core activity between stakeholders with different goals. This paper offers a solution based on the automated bilateral negotiation model using a recent meta-heuristic algorithm Owl Search Algorithm (OSA), and chaos theory. The proposed algorithm called Chaotic Owl Search Algorithm (COSA). This algorithm is used to adapt negotiation strategies for computing negotiation offers throughout the negotiation process. For this aim, a negotiation grasped between two parties during several negotiation rounds. The results of the proposed algorithm compared with the standard OSA, PSO and the most common negotiation tactics. Different control parameters considered for accurate judgments of the suggested optimization techniques. The comparative study proved that the COSA provides accurate results over compared algorithms in terms of Average buyers’ /seller’s utility, Average negotiation rounds and