Cooperative problem solving approach for portfolio selection:

Abstract: "This paper discusses cooperative problem solving as an approach to portfolio problems. Two groups of cooperative problem solvers are developed to select benchmark and management portfolios. In benchmark portfolio selection, an object centered architecture is used to organize a group...

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Bibliographische Detailangaben
Hauptverfasser: Satoh, Hideki (VerfasserIn), Ichiki, Hiroki (VerfasserIn), Suenaga, Fumiyo (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Tokyo, Japan 1988
Schriftenreihe:Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report 378
Schlagworte:
Zusammenfassung:Abstract: "This paper discusses cooperative problem solving as an approach to portfolio problems. Two groups of cooperative problem solvers are developed to select benchmark and management portfolios. In benchmark portfolio selection, an object centered architecture is used to organize a group of agents corresponding to each financial asset. Problem solving is controlled in fully distributed fashion. Based on information of other agents, each agent attempts to change its fund distribution in collaboration with other agents in parallel. In management portfolio selection, a technique centered architecture is used to organize a group of agents corresponding to each management technique
Problem solving is controlled in semi-distributed fashion, enabling several management techniques to be fused to select quality portfolios. A single agent acts to propose improved portfolios, while other agents estimate them. Estimations of agents' goal attainment are exchanged to decide whether an improved portfolio is accepted from the standpoint of all agents. Also, opposing reasons for an improved portfolio are exchanged and used to reduce the search space to select alternatives. To implement both groups of cooperative problem solvers, a parallel object oriented language, POOL, is developed on top of a parallel logic programming language, GHC. POOL provides content-based message passing and access control of slots shared by several processes as its features.
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