PSVIII-11 Agent-based simulation model to evaluate the economic performance of reproductive programs in beef cattle

2021 ◽  
Vol 99 (Supplement_3) ◽  
pp. 428-429
Author(s):  
Oscar A Ojeda-Rojas ◽  
Angela Maria M Gonella-Diaza ◽  
Gustavo L Sartorello ◽  
Augusto H Hauber Gameiro

Abstract The objective of this study was to create a stochastic, agent-based simulation model to compare the economic performance of reproductive strategies in beef cattle. The model was parameterized using data from a real herd and the scientific literature. The scenarios evaluated were: natural mating (NM) only (ONM); one timed artificial insemination (TAI) plus NM (1TAI+NM); two TAI plus NM, with 24, 32, and 40 days between TAI (2TAI/24+NM, 2TAI/32+NM, and 2TAI/40+NM, respectively); three TAI without NM, with 24, 32, and 40 days (3TAI/24, 3TAI/32, and 3TAI/40, respectively), and three TAI plus NM, with 24 and 32 days (3TAI/24+NM and 3TAI/32+NM, respectively). The initial female herd was 400 and remained constant. The bull population varies from 0 to 15, depending on the scenario. The outcomes for each scenario are assessed on 32 farms, using a 5000-day time horizon at one-day time intervals and an animal-by-animal basis. The 3TAI/24+NM scenario resulted in the highest incomes (US$ 96,479.2 ± 709.8), while ONM had the least value (US$ 79,753.4 ± 741.9). The total operating cost was highest for 3TAI/24+NM (US$ 101,720.6 ± 79.2) and lowest for ONM (US$ 90,898.6 ± 59.2). However, when the total operating cost was evaluated per kg of weaned calf, the highest and lowest costs were for ONM (US$ 2.8 ± 0.0/kg) and 2TAI/24+NM (US$ 2.17 ± 0.0/kg), respectively. The 2TAI/24+NM (US$ -4,651.3 ± 630.7) scenario presented the best net margin, while the lowest result was for 3TAI/40 (US$ -12,590.0 ± 746.3). Our model suggests that reproductive strategies that use TAI have better economic performance than those under ONM. However, when three TAI were performed with 40 days, the benefit was lower, and even for some analyzes, it was worse than the ONM. The 2TAI/24+NM scenario outperformed the others because of the contrast between its high income with moderate costs.

2020 ◽  
Vol 98 (Supplement_4) ◽  
pp. 385-385
Author(s):  
Oscar Alejandro Ojeda-Rojas ◽  
Angela M Gonella-Diaza ◽  
Daniel Bustos Coral ◽  
Gustavo L Sartorello ◽  
Thayla Reijers ◽  
...  

Abstract A stochastic, agent-based simulation model was created to compare the technical performance of reproductive strategies in beef cattle. The model was parameterized using field data and peer-reviewed scientific literature using AnyLogic software. Ten scenarios were evaluated: natural mating (NM) only (ONM); one timed artificial insemination (TAI) plus NM (1TAI+NM); two TAI plus NM, with 24, 32, and 40 days of interval between TAI (2TAI/24+NM, 2TAI/32+NM, and 2TAI/40+NM, respectively); three TAI without NM, with 24, 32, and 40 days of interval between TAI (3TAI/24, 3TAI/32, and 3TAI/40, respectively), and three TAI plus NM, with an interval between TAIs of 24 (3TAI/24+NM) and 32 days (3TAI/32+NM). The size of the female herd was up to 400 individuals. The bull population was 0, 7, or 15 bulls depending on the scenario used. The outcomes were assessed on 320 farms, using a 5,000-day time horizon at one-day time intervals and an animal-by-animal basis. The 3TAI/24+NM resulted in a higher number of births (293 births) and weaned calves (287 calves), while the ONM had the lowest number of births (207 births) as well as weaned calves (203 calves). The heaviest and lightest males at weaning belong to the 3TAI/24 (190.58 ± 0.77 kg) and ONM (166.59 ± 0.93 kg), respectively. The total pregnancy rate was highest in 3TAI/24+NM (0.90 ± 0.00) and lowest for ONM (0.61 ± 0.01). The ONM reach 50% of pregnancy 52.5 days longer when compared to the scenarios that included TAI. Our model accurately represents the main interactions of a real beef cattle herd, with all the advantages of a physical experiment without incurring significant money expenses or alterations to the system. This study suggests that scenarios with three TAI accompanied by early pregnancy diagnosis presented better technical performance and produced more and heavier calves.


2021 ◽  
Vol 160 ◽  
pp. 102-115
Author(s):  
Oscar Alejandro Ojeda-Rojas ◽  
Angela María Gonella-Diaza ◽  
Daniel Bustos-Coral ◽  
Gustavo L. Sartorello ◽  
Thayla S.S.S. Reijers ◽  
...  

2012 ◽  
Vol 16 (1) ◽  
pp. 15-28 ◽  
Author(s):  
Ronald E. Giachetti ◽  
Veronica Marcelli ◽  
José Cifuentes ◽  
José A. Rojas

2020 ◽  
Vol 88 ◽  
pp. 8-28
Author(s):  
Rimvydas Laužikas ◽  
Darius Plikynas ◽  
Vytautas Dulskis ◽  
Leonidas Sakalauskas ◽  
Arūnas Miliauskas

The impact of cultural processes on personal and social changes is one of the important research issues not only in contemporary social sciences but also for simulation of future development scenarios and evidence-based policy decision making. In the context of the theoretical concept of cultural values, based on the system theory and theory of social capital, the impact of cultural events could be analyzed and simulated by focussing on the construction/deconstruction of social capital, which takes place throughout the actor’s cultural participation. The main goal of this research is the development of measuring metrics, and agent-based simulation model aimed at investigation of the social impact of cultural processes.  This paper provides new insights of modeling the social capital changes in a society and its groups, depending on cultural participation. The proposed measurement metrics provide the measurement facility of three key components: actors, cultural events and events flow and social capital. It provides the initial proof of concept simulation results, - simplified agent-based simulation model showcase. The NetLogo MAS platform is used as a simulation environment.  


2017 ◽  
Vol 2017 ◽  
pp. 1-8 ◽  
Author(s):  
Gerardo de Jesús Portillo-Villasana ◽  
Aida Huerta-Barrientos ◽  
Yazmin Dillarza Andrade

Nowadays, suicides inside the installations of subway platforms are considered a public health problem in Mexico City. One solution to prevent them is the installation of physical barriers, but their high cost is unattractive for governmental authorities. Traditional approaches of research on the effectiveness of physical barriers for preventing suicides have been limited to analyzing statistically the effects of installing platform screen doors and blue lights on subway platforms. Although considerable progress has been made in this field, many important issues remain unexplored. This study investigates the effectiveness of physical barriers installation for prevention of incidents in Mexico City subway system by means of an agent-based simulation model. Firstly, the design of physical barriers for prevention of incidents in Mexico City subway system is described. Secondly, a conceptual model of the Zócalo station subway platform is presented. Thirdly, an agent-based simulation model of Zócalo station subway platform is implemented using AnyLogic™ software considering normal operations of the subway station. This study shows that physical barriers installation on the Zócalo subway platform can effectively prevent 76% of passenger’s suicides.


Sign in / Sign up

Export Citation Format

Share Document