ARTICLE
TITLE

APPLICATION OF THE FISH SEAR?H METHOD FOR OPTIMIZATION PLANS OF THE FULL FACTOR EXPERIMENT

SUMMARY

Context. An application of the method of searching for schools of fish to construct optimal experiment plans for cost (time) in the study of technological processes and systems that allow the implementation of an active experiment on them is proposed.Object of study. Optimization methods for cost (time) costs of experimental designs, based on the application of a school of fish search algorithm.Objective. To obtain optimization results by optimizing the search for schools of fish for the cost (time) costs of plans for a full factorial experiment.Method. A method is proposed for constructing a cost-effective (time) implementation of an experiment planning matrix using algorithms for searching for schools of fish. At the beginning, the number of factors and the cost of transitions for each factor level are entered. Then, taking into account the entered data, the initial experiment planning matrix is formed. The school of fish search method is based on the rearrangement of the columns of the experiment planning matrix, based on the sum of the costs (times) of transitions between levels for each of the factors. Fish schools are formed according to the following principle: fewer schools of fish where the sum of the costs (times) of transitions between levels of factors is greater. Then, rearrangements of schools of fish located nearby in the experiment planning matrix are performed. Then the gain is calculated in comparison with the initial cost (time) of the experiment.Results. Software has been developed that implements the proposed method, which was used to conduct computational experiments to study the properties of these methods in the study of technological processes and systems that allow the implementation of an active experiment on them. The experimental designs that are optimal in terms of cost (time) are obtained, and the winnings in the optimization results are compared with the initial cost of the experiment. A comparative analysis of optimization methods for the cost (time) costs of plans for a full factorial experiment is carried out.Conclusions. The conducted experiments confirmed the operability of the proposed method and the software that implements it, and also allows us to recommend it for practical use in constructing optimal experiment planning matrices.

 Articles related

N. O. Kniazieva,S. V. Shestopalov,O. I. Sirenko    

Context. Article is devoted to development of a method of definition of probability-time characteristics of layer of services andapplications servers of IMS. It is shown that constantly growing a variety of services which IMS, and increase in demand for ... see more


Afif Irfan Abdurrahman,Bambang Yuwono,Yuli Fauziah    

Flood disaster is a dangerous disaster, an event that occurs due to overflow of water resulting in submerged land is called a flood disaster. Almost every year Bantul Regency is affected by floods due to high rainfall. The flood disaster that struck in B... see more

Revista: Telematika

FADZILLAH BINTI ABD AZIZ    

Literature-based instruction is one of the approaches to teach students to read and it has been applied in English language class in secondary high school in Malaysia. There are many reading materials such as short stories, novel, and poems used as liter... see more


Norhaiza bt Ya Abdullah    

Currently in this era, applications for mobile platforms are being developed at a tremendous rate, but often without proper security implementation. Therefore, can cause serious information security and data privacy issues and can have severe impacts on ... see more


Suhaili Din,Muhamad Nabil Haziq Sahifulantkras    

This study was carried out to create a mobile app for cyclist and help what cyclist needs and wants when on journey. Also, been made for user that want to train their stamina indoor by using gymnasium equipment or bike trainer by using virtual environmen... see more