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Developing a knowledge-based multi-objective decision support system

J. Lu, M.A. Quaddus, R. Williams
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences  
However, despite its theoretical development large scale real-world applications of multi-objective decision making (MODM) methods had been seriously lacking due to the technical knowledge and expertise  ...  Decision Support Systems under Multiple Objectives (MODSS) has been classified as a specific type of system within the broad family of DSS and has been one of the most active areas of research.  ...  Despite the research and development of a large number of different kinds of multiple objective decision making (MODM) methods and given that a multiple objective decision support system addresses complex  ... 
doi:10.1109/hicss.2000.926663 dblp:conf/hicss/LuQW00 fatcat:y5l7tr6lv5gtnlqlnyocew4abq

Decision Support based on Multi-Agent Simulation Algorithms with Resource Conversion Processes Apparatus Application [chapter]

Konstantin Aksyonov, Eugene Bykov, Leonid Dorosinskiy, Elena Smoliy, Olga Aksyonov
2011 Multi-Agent Systems - Modeling, Interactions, Simulations and Case Studies  
decision support method, reflected in development of object-oriented decision support system BPsim.DSS, deployed at companies in Ural region of Russia.  ...  Multi-agent systems simulation and engineering systems integration Object-oriented decision support system BPsim.DSS ("Business Processes Simulation -Decision Support System") is implemented on basis of  ... 
doi:10.5772/15619 fatcat:ft5xbanbingrtnbypseiws4kku

Hybrid Ontology-based knowledge with multi-objective optimization model framework for Decision Support System in intercropping

Kornkanok Phoksawat, Massudi Mahmuddin
2017 Advances in Science, Technology and Engineering Systems  
In this article, we present the decision support system (DSS) model framework for planting rubber with intercropping by a hybrid approach using ontology-based knowledge consuming rule concepts and relationships  ...  Therefore, the decision-making system requires a wise decision support system, which can advise farmers on economics matters.  ...  Conclusion and Future Work Ontology-based knowledge and multi-objective optimization programming to drive a decision support system for intercropping is based on constraint factors from an individual farmer  ... 
doi:10.25046/aj0203172 fatcat:jssxzhtyhfetdebhynf2p6oseu

Introduction to Multi-criteria Decision Support Systems Minitrack

H. Roland Weistroffer
2012 2012 45th Hawaii International Conference on System Sciences  
And Osei-Bryson, in his paper on Evaluation of Regression Splines: A Multi-Criteria Decision Analysis Approach, discusses the development of a knowledge discovery via data mining (KDDM) based multi-criteria  ...  approach and its potential for developing hybrid multi-criteria decision making and evolutionary multi-objective optimization (EMO) procedures.  ...  And Osei-Bryson, in his paper on Evaluation of Regression Splines: A Multi-Criteria Decision Analysis Approach, discusses the development of a knowledge discovery via data mining (KDDM) based multi-criteria  ... 
doi:10.1109/hicss.2012.656 fatcat:52sjmzoxuzd3zn7733q6qr7puy

An integrated expert system/operations research approach for the optimization of waste incinerator siting problems

Wann-Ming Wey
2005 Knowledge-Based Systems  
This research aims at developing an integrated decision support system for the optimization of waste incinerator siting problems.  ...  Furthermore, an expert decision support system (EDSS) is implemented for the above problem and thus providing the decision makers a useful tool for decision-making.  ...  Integrated decision support system for optimizing waste incinerator siting problems This research develops an EDSS which is based on multicriteria decision analysis in finding the best incinerator site  ... 
doi:10.1016/j.knosys.2005.03.004 fatcat:635mq5ufzjac3d765fgkj3sugi

Page 2988 of Psychological Abstracts Vol. 92, Issue 8 [page]

2005 Psychological Abstracts  
This pa- per presents an intelligent decision support system (IDSS), which integrates a decision support system (DSS) with an expert system (ES), to provide guid- ance to the decision-maker during the  ...  —This paper studies the strategies for multi-objective optimization in a dynamic environment.  ... 

New Architecture for Intelligent Multi-Agents Paradigm in Decision Support System [chapter]

Noor Maizura Mohamad Noor, Rosmayati Mohem
2010 Decision Support Systems  
These systems employ data models, algorithms, knowledge bases, user interfaces, and control mechanisms to support a specific decision problem (Barkhi et al., 2005) .  ...  Objectives The aim of the research is to propose a new architecture for a multi-agent based DSS in distributed environment. The objectives of this research are: 1.  ...  New Architecture for Intelligent Multi-Agents Paradigm in Decision Support System, Decision Support Systems, Chiang S.  ... 
doi:10.5772/39463 fatcat:bvewxq2znfdg5bid5dkzorcu44

AGENT-BASED WHEAT SIMULATION MODEL COOPERATION RESEARCH [chapter]

Shengping Liu, Yeping Zhu
2009 IFIP Advances in Information and Communication Technology  
This paper propose a kind of agent-based cooperation design thought and the realization for wheat simulation model, hangs together the growth model and knowledge model of wheat, realize organic coupling  ...  Cooperative multi-agent systems (MAS) are ones in which several agents attempt, through their interaction, to jointly solve tasks or to maximize utility.  ...  Building crop management cooperation decision system based on Agent technology, implementing crop information share, software share, cooperation work and group decision support under distributed environment  ... 
doi:10.1007/978-1-4419-0211-5_56 fatcat:3rtdh7mx2fhbzfao2g5tbylyxi

Intelligent Agents to Support Information Sharing in B2B E-Marketplaces

Lakshmi Iyer, Rahul Singh, A. F. Salam
2005 Information systems management  
This article proposes an architecture to support information and knowledge exchange between collaborating business partners.  ...  The focus is on knowledge representation and exchange by intelligent agents to support collaborative business functions through agents that exchange problem-specific information in standardized formats  ...  Agent-based E-marketplace systems (Kang and Han, 2002) exhibit distributive, flexible, and dynamic environments that are well suited for application of multi-agent systems providing cognitive support  ... 
doi:10.1201/1078/45317.22.3.20050601/88744.6 fatcat:ygfhelpvv5bbbk7woex6hpyq6i

Multi-objective zoning for biodiversity and aquaculture in the Adriatic-Ionian region

Chiara Venier, Stefano Menegon, Hugh Possingham, Elena Gissi, Andrea Zanella, Daniel Depellegrin, Alessandro Sarretta, Andrea Barbanti, Jennifer McGowan
2019 Zenodo  
Spatial decision-support tools can be used for scenario analysis and guide decision-makers towards transparent and knowledge-based spatial planning.  ...  Their application for multi-objective zoning in marine socio-ecological systems is beneficial for supporting the on-going Maritime Spatial Planning (MSP) process.  ...  Spatial decision-support tools can be used for scenario analysis and guide decision-makers towards transparent and knowledge-based spatial planning.  ... 
doi:10.5281/zenodo.3247439 fatcat:x4hib2r25zgppkq4eia6kyo4ia

Flexible support for spatial decision-making

Shan Gao, J. Paynter, D. Sundaram
2004 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the  
a Flexible Spatial Decision Support System (FSDSS) using object-oriented concepts and technologies.  ...  As part of the research, we proposed a generic spatial decision-making process, developed a domain-independent FSDSS framework and architecture to support this process.  ...  To support SDM, a variety of systems have been developed; these include Geographic Information Systems (GIS) and Spatial Decision Support Systems (SDSS).  ... 
doi:10.1109/hicss.2004.1265200 dblp:conf/hicss/GaoPS04 fatcat:pyalr4qldzdrhlfz6grdxukrqe

Development of a GIS-based decision support system for eco-environment and natural resources of Northeast Asia

Weijie Liu, Bai Zhang, Zongming Wang, Kaishan Song, Dianwei Liu, Chunying Ren, Jia Du
2010 Procedia Environmental Sciences  
A decision support system has been developed for eco-environment and natural resources management and decision support in Northeast Asia.  ...  The system is based on evaluation and prediction modeling system, international GIS software and related databases.  ...  End-users can communicate with knowledge-based resources systems through the user-interface of the DSS. IDEA is a transparent decision support.  ... 
doi:10.1016/j.proenv.2010.10.102 fatcat:otrredxvbbc2lnuze3s47bqpwa

A Concept toward Negotiation Support for Value Management on Sustainable Construction

Christiono Utomo, Arazi Idrus
2011 Journal of Sustainable Development  
Game theory-based agent system to develop a negotiation support.  ...  The research objectives are to find a theoretical basis and research approach for negotiation support methodology on VM, to develop a decision model for technical solution options in a satisfying function  ...  The writers are also grateful to Farida Rahmawati, Isnanto, Hanifah Nebrian Sukma, and Annisa Nugraheni for their support.  ... 
doi:10.5539/jsd.v4n6p56 fatcat:esalnay3bvdz5nn7wxjrn4sx44

Fuzzy Multi Agent System for Automatic Classification and Negotiation of QOS in Cloud Computing

Zineb Bakraouy, Wissam Abbass, Amine Baina, Mostafa Bellafkih
2021 Journal of Automation, Mobile Robotics & Intelligent Systems  
This paper deals with the presentation of the use of the Fuzzy MAS model for the development of a management and decision support application in a virtual market with high availability.  ...  The use of Multi Agents Systems (MAS), Cloud Computing (CC) and Fuzzy Inference System (FIS) in e-commerce has increased in recent years.  ...  with a certain degree of independence and autonomy, based on a set of knowledge and a representation of predetermined objectives.  ... 
doi:10.14313/jamris/3-2020/35 fatcat:wyypyl6hibajtngsnzcz2fvscm

Towards intelligent organisational information systems

G Mentzas
1994 International Transactions in Operational Research  
It has been argued in the literature that although specific types of computer-based information systems (CBIS) are powerful tools in certain parts of the decision-making processes in modern organisations  ...  This paper presents a conceptual definition of these entities, outlines their structural characteristics, and describes a framework for research towards their development.  ...  COMPUTER-BASED INFORMATION SYSTEMS Classification of systems Several computer-based systems have been developed to deliver the technology necessary to provide support for decision making and information  ... 
doi:10.1016/0969-6016(94)90018-3 fatcat:io7keuf4dvhijczbzasibshp2m
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