Tumor Gene Characteristics Selection Method Based on Multi-Agent
نویسندگان
چکیده
منابع مشابه
Tumor Gene Characteristics Selection Method Based on Multi-Agent
For the tumor gene expression profile data that aiming to high-dimension small samples, how to select the classification feature of samples among thousands genes effectively is the difficult problems for analysis on tumor gene expression profile. First to partition the data set into K average divisions, to use Lasso method performing feature selection on each respectively, and then merge each s...
متن کاملA multi agent method for cell formation with uncertain situation, based on information theory
This paper assumes the cell formation problem as a distributed decision network. It proposes an approach based on application and extension of information theory concepts, in order to analyze informational complexity in an agent- based system, due to interdependence between agents. Based on this approach, new quantitative concepts and definitions are proposed in order to measure the amount of t...
متن کاملAn Action Selection Method Based on Estimation of Other's Intention in Time-Varying Multi-agent Environments
An action selection method based on the estimation of other’s intention is proposed to treat with time-varying multi-agent environments. Firstly, the estimation level of other’s intention is stratified as active, passive and thoughtful levels. Secondly, three estimation levels are formulated by a policy estimation method. Thirdly, a new action selection method by switching three estimation leve...
متن کاملMulti-agent Coalition Formation based on Clonal Selection
Coordination and cooperation of artificial autonomous agents is activity for effective problems solution. Coalition formation is by one of cooperative mechanisms used in multi-agent systems. Various approaches of multi-agent coalition formation ensure coalition stability, optimal allocation of sources and payoff distribution for efficient achievement of individual or collective goals. The paper...
متن کاملMEASURING SOFTWARE PROCESSES PERFORMANCE BASED ON FUZZY MULTI AGENT MEASUREMENTS
The present article discusses and presents a new and comprehensive approachaimed at measuring the maturity and quality of software processes. This method has beendesigned on the basis of the Software Capability Maturity Model (SW-CMM) and theMulti-level Fuzzy Inference Model and is used as a measurement and analysis tool. Among themost important characteristics of this method one can mention si...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The Open Cybernetics & Systemics Journal
سال: 2015
ISSN: 1874-110X
DOI: 10.2174/1874110x01509012513