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- W2912711913 abstract "Stakeholder search is a framework for multi-agent, semi-cooperative search systems based on the 'improving on the competition approach'. It uses the metaphor of the well-known stakeholder approach to solving complex, multi-goal problems. There are three key assumptions for Stakeholder search. (1) A search is organized by a lead with a particular (global) goal. (2) Stakeholder search systems are ‘open’: the agents participating in the search may come from different organizations and hence may have different (local) goals. (3) The problem to be solved is large and resources are limited, therefore an optimal solution will not be found, instead a choice from sub-optimal solutions must be made.Stakeholder search is a unifying framework for the whole range of distributed searches that use the 'improving on the competition approach'. A Stakeholder search selects a solution based on a single objective function, which reflects the lead's goal for the search, but it also provides the opportunity for the agents in the search to pursue a local goal. Agents in the search are free to pursue whatever local goal they wish and to use whatever strategy they wish. Agents will participate and provide search resources to the lead agent for the chance to influence the outcome and meet their own goals.An implementation of Stakeholder search was created and experiments performed that showed three main results. (1) A semi-cooperative strategy, or stakeholder strategy, though not as good for the global goal as a fully cooperative approach, gave good results for both the global and local goals. (2) The lead can manipulate the search environment to promote cooperation and improve results for both the global and local goals. (3) If one agent has fewer computing resources than the other agents, thereby suffering an unfair disadvantage, manipulation of the search environment can mitigate the lack and 'level the playing field'." @default.
- W2912711913 created "2019-02-21" @default.
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- W2912711913 date "2009-01-01" @default.
- W2912711913 modified "2023-09-23" @default.
- W2912711913 title "Stakeholder search" @default.
- W2912711913 hasPublicationYear "2009" @default.
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