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ITS » Journal » Teknik Sistem Perkapalan
Posted by masroeri@its.ac.id at 08/12/2015 16:45:30  •  1229 Views


INTELLIGENT DECISION SUPPORT SYSTEMS IDSS FOR MULTI-OBJECTIVE OPTIMIZATION PROBLEMS AT SEA SECURITY INDONESIA

Author :
MASROERI, A.A. ( 195808071984031004 )




ABSTRAK

Indonesian maritime security issues is a complex problem therefore included in the multi-objective problems it is necessary for the proper method to overcome these problems one of them by developing intelligent decision support system using methods Non dominated Sorting Genetic Algorithms II NSGA II and Fuzzy C Means FCM. NSGA-II method will produce a set of optimal solution candidates while the FCM method serves to minimize the set of optimal solutions. His study aims to maximize the achievements of the coverage area and minimize operational costs by considering the type of vessel speed range radar endurance. Optimization results using NSGA-II with the following parameters population 20 generation 100 crossover probability 75 and 90 probability of mutations produced as many as 125 candidates for the optimal solution. Furthermore the solution is in the cluster to minimize the prospective solutions based on a predetermined point cluster into four resulting in four candidates for the best solution that is 1 Co Rp. 4.741.205.798 and Ca 1.915.083 Mil2 2 Co Rp. 3.997.582.228 and Ca 1.560.672 Mil2 3 Co Rp. 4.802.314.832 and Ca 1.962.895 Mil2 4 Co Rp. 4.939.637.487 and Ca 1.982.564 Mil2. Results of Intelligent Decision Support System with consideration of increasing security in sea area of Indonesia and optimize the budget that has been set by the Government the recommended solution is the solution to the cluster of four with a combined value of patrol boats 647755475625136306153116502 Cost Rp. 4.939.637.487 Coverage 1.982.564 Mil2 and distance 0.006724.



KeywordsIDSS, Multi-Objective Optimization Problems, NSGA-II, FCM
 
Subject:  Sistem pendukung keputusan
Date Create: 10/11/2015
Type: Text
Format: PDF
Language: English
Identifier: ITS-Journal-42111150000037
Collection ID: 42111150000037
Call Number: 658.403 801 1 Mas i


Source
Article of Journal

Coverage
ITS Community

Rights
Journal of Theoretical and Applied Information Technology 15st July 2015. Vol. 53 No.1 2005 - 2013 JATIT & LLS. All rights reserved.




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ITS-Journal-42111150000037-39945.pdf




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