Improving the Search Performance of Genetic Algorithm to Solve Assembly Line Balancing Problem
Journal Title: International Journal of Business and Management Invention - Year 2018, Vol 7, Issue 4
Abstract
Assembly line balancing belongs to a class of intensively studied combinatorial optimization problems known to be NP-hard in general. For the resolution of such problem, a genetic algorithm (GA) is implemented to solve type E of assembly line balancing problem (ALBP). The paper compares two kinds of GA, one is hybrid GA which hybridized traditional scheme of GA with heuristic priority rule-based procedure, and other one is GA adopted with strategy of localized evolution. Through computational experiments using ten test problems collected from literature, the search performance of traditional GA is improved and the comparisonresults between GAs is reported.
Authors and Affiliations
Mazouzi Mohamed, Belassiria Imad
Keywords
Related Articles
- EP ID EP400509
- DOI -
- Views 131
- Downloads 0
Effect Of Share Crash Crisis On Shareholders’ Wealth In Nigeria, (2008 -2016)
This paper examined the effects of share crash crisis on shareholders’ wealth in the post share crisis period - from April, 2008 to March, 2016) in the Nigeria stock markets. Shareholders from threeveritable investment s...
Human Resource Management Pratices In Small And Medium Sized Enterprises In Visakhapatnam
The Micro, Small and Medium enterprises are considered as the most significant contributors in developing countries and play a significant role in the overall economy in terms of contribution to overall economic developm...
The Effect of Cost’s on Profitability an Analysis on Small Manufacturing Businesses
Costing is a major issue or concern for every company. It is very difficult to determine cost as there are different classifications of cost items. Cost of one company varies from cost item of another company. That is wh...
Predicting Prospects For Property Management Services – An Indian Perspective
The real estate investment world can be incredibly attractive. One of the most important issues in the context of urban housing concerns is the knowledge, experience and time to properly manage their residential properti...
Strategic Outsourcing And Offshoring - Key Success Factors And Failures
Outsourcing is currently poised at the edge of the new paradigm. Despite the pros and cons, the fact remains conspicuous, loud and unchanged. Business Process Outsourcing and Offshoring is the mantra of employment, the b...