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Chicken feed optimization using evolution strategies and firefly algorithm

Mixing broiler chicken and layer hens feed using various feed ingredients is a difficult task. The feed must fulfill the minimum nutrient requirement and must break the constraint. Some classic approach like Pearson’s Square has been already introduced to solve this problem. However, the approaches... Full description

Journal Title: International Journal of Electrical and Computer Engineering Feb 2019, Vol.9(1), pp.585-592
Main Author: Burhan, M
Other Authors: Mahmudy, Wayan
Format: Electronic Article Electronic Article
Language: English
Subjects:
Quelle: © ProQuest LLC All rights reserved
ID: E-ISSN: 20888708
Link: http://search.proquest.com/docview/2205375800/?pq-origsite=primo
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recordid: proquest2205375800
title: Chicken feed optimization using evolution strategies and firefly algorithm
format: Article
creator:
  • Burhan, M
  • Mahmudy, Wayan
subjects:
  • Feasibility
  • Algorithms
  • Evolutionary Algorithms
  • Heuristic Methods
  • Optimization
  • Chicken Feed
  • Layer Hens
  • Broiler Chicken
  • Evolution Strategies
  • Firefly Algorithm
ispartof: International Journal of Electrical and Computer Engineering, Feb 2019, Vol.9(1), pp.585-592
description: Mixing broiler chicken and layer hens feed using various feed ingredients is a difficult task. The feed must fulfill the minimum nutrient requirement and must break the constraint. Some classic approach like Pearson’s Square has been already introduced to solve this problem. However, the approaches cannot guarantee to fulfill nutrient requirements and desirable price. The two metaheuristic algorithms Evolution Strategies (ES) and Firefly Algorithms (FA) are being proposed in this paper to know how well they performed this problems. Result show that ES is perform much better compared to classic Pearson’s Square, but ES itself is outperform by FA on both cases.
language: eng
source: © ProQuest LLC All rights reserved
identifier: E-ISSN: 20888708
fulltext: no_fulltext
issn:
  • 20888708
  • 2088-8708
url: Link


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subjectFeasibility ; Algorithms ; Evolutionary Algorithms ; Heuristic Methods ; Optimization ; Chicken Feed ; Layer Hens ; Broiler Chicken ; Evolution Strategies ; Firefly Algorithm
descriptionMixing broiler chicken and layer hens feed using various feed ingredients is a difficult task. The feed must fulfill the minimum nutrient requirement and must break the constraint. Some classic approach like Pearson’s Square has been already introduced to solve this problem. However, the approaches cannot guarantee to fulfill nutrient requirements and desirable price. The two metaheuristic algorithms Evolution Strategies (ES) and Firefly Algorithms (FA) are being proposed in this paper to know how well they performed this problems. Result show that ES is perform much better compared to classic Pearson’s Square, but ES itself is outperform by FA on both cases.
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abstractMixing broiler chicken and layer hens feed using various feed ingredients is a difficult task. The feed must fulfill the minimum nutrient requirement and must break the constraint. Some classic approach like Pearson’s Square has been already introduced to solve this problem. However, the approaches cannot guarantee to fulfill nutrient requirements and desirable price. The two metaheuristic algorithms Evolution Strategies (ES) and Firefly Algorithms (FA) are being proposed in this paper to know how well they performed this problems. Result show that ES is perform much better compared to classic Pearson’s Square, but ES itself is outperform by FA on both cases.
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pubIAES Institute of Advanced Engineering and Science
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date2019-02-01