COMPARISON BETWEEN GENETIC AND HILL CLIMBING ALGORITHMS FOR CHURCH SERVANT SCHEDULING IN HERMON COMMUNITY CHURCH

WIJAYA, YOHANES (2019) COMPARISON BETWEEN GENETIC AND HILL CLIMBING ALGORITHMS FOR CHURCH SERVANT SCHEDULING IN HERMON COMMUNITY CHURCH. Other thesis, UNIKA SOEGIJAPRANATA SEMARANG.

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Abstract

Scheduling has an important role in an organization, which regulates each member in carrying out an activity, especially for organizations that have a very large number of members and are divided into several divisions, scheduling is essential and cannot be taken lightly. Hermon Community Church, a church which has hundreds of church servants that are divided in many divisions and scheduled in many church activities. This makes scheduling process very complicated, and of course there must be a good and optimal scheduling system, so that there will be no collision between activities, all church servants can get the same quota in their duties and church activities such as worship, community cell, and other events can run smoothly and effectively, so that the church can grow even more. This study aims to implement the genetic algorithm and steepest ascent hill climbing algorithm with the Java programming to carry out the process of scheduling for Hermon Community Church servants. The result if this project is the genetic algorithm is more effective than the SAHC algorithm because it can find the best optimal schedules with the fitness value of 0 whereas the SAHC algorithm could only find schedules with the fitness value of 30 approximately. Keywords: Scheduling, Genetic, Hill Climbing. iv

Item Type: Thesis (Other)
Subjects: 300 Social Sciences > 360 Social problems and social services
700 Arts and Recreation > 720 Architecture > 726 Building for religious purposes > Church
Divisions: Faculty of Computer Science > Department of Informatics Engineering
Depositing User: Mr Lucius Oentoeng
Date Deposited: 10 Jul 2019 08:22
Last Modified: 10 Jul 2019 08:22
URI: http://repository.unika.ac.id/id/eprint/19653

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