Search Results - subject:"Genetic algorithm"

Analysis of Social Media Textual Content Using Accident Data Sets for Context Recognition by Genetic Algorithm

Patil, Rashmi H; Algur, Siddu P - 2020

There is huge amount of data which is being processed daily. According to statistic world’s population is 7 billion and 6 billion people has smart phones. So, having smart phones there are various application which connects world. It has made world easier and difficult at the same time. Social...

Persistent link: https://www.econbiz.de/10014101714

Solving a Rap Using Metaheuristic Hybrid Algorithms

Eghbali, Hossein - 2020

A redundancy allocation problem (RAP) is a well-known NP-hard problem that involves the selection of elements and redundancy levels to maximize the system reliability under various system-level constraints. In many practical design situations, reliability apportionment is complicated because of...

Persistent link: https://www.econbiz.de/10014032256

A Genetic Algorithm approach to Asymmetrical Blotto Games with Heterogeneous Valuations

Vié, Aymeric - 2020

genetic algorithm, a search heuristic inspired from biological evolution, interpreted as a mechanism of social learning, to … large strategy spaces, such as Blotto games. We show that our genetic algorithm converges to the analytical Nash equilibrium …

Persistent link: https://www.econbiz.de/10012826531

Identifying Statistical Arbitrage in Interest Rate Markets : A Genetic Algorithm Approach

Ramos-Almeida, Thiago - 2020

interest rates derivatives market. The implied volatility of the model is calibrated by using a genetic algorithm optimization …

Persistent link: https://www.econbiz.de/10012828072

Generation Expansion Planning in the Presence of Wind Power Plants Using a Genetic Algorithm Model

Sahragard, Ali Sahragard - 2020

based on Genetic Algorithm (GA) for GEP in the presence of wind power plants. Since it is desired to integrate the maximum …

Persistent link: https://www.econbiz.de/10012828961

Towards Reducing the Multidimensionality of Olap Cubes Using the Evolutionary Algorithms and Factor Analysis Methods

Naouali, Sami - 2020

Data Warehouses are structures with large amount of data collected from heterogeneous sources to be used in a decision support system. Data Warehouses analysis identifies hidden patterns initially unexpected which analysis requires great memory and computation cost. Data reduction methods were...

Persistent link: https://www.econbiz.de/10012830178

Improvement of Grid-Connected Photovoltaic System Using Artificial Neural Network and Genetic Algorithm Under Different Condition

Rezvani, Alireza - 2020

artificial neural network (ANN) and genetic algorithm (GA) controller. Also, for tracking the maximum point the ANN and GA are …

Persistent link: https://www.econbiz.de/10012831531

Does an Artificial Intelligence Perform Market Manipulation With Its Own Discretion? – A Genetic Algorithm Learns in an Artificial Market Simulation -

Mizuta, Takanobu - 2020

discussed. In this study, I constructed an artificial intelligence using a genetic algorithm that learns in an artificial market …

Persistent link: https://www.econbiz.de/10012833429

The Use of Genetic Algorithm, Clustering and Feature Selection Techniques in Construction of Decision Tree Models for Credit Scoring

Khanbabaei, Mohammad - 2020

approach in the design of an effective and appropriate credit scoring model. It is based on genetic algorithm for credit … scoring of bank customers in order to offer credit facilities to each class of customers. Genetic algorithm can help banks in … classification model is established based on a combination of clustering, feature selection, decision trees, and genetic algorithm …

Persistent link: https://www.econbiz.de/10012834009

Neural Networks and Genetic Algorithms as Forecasting Tools : A Case Study on German Regions

Patuelli, Roberto - 2020

This paper develops and applies neural network (NN) models to forecast regional employment patterns in Germany. Computer-aided optimization tools that imitate natural biological evolution to find the solution that best fits the given case (namely, genetic algorithms, GAs) are also used to detect...

Persistent link: https://www.econbiz.de/10012857526