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DYNAMICAL ANALYSIS OF PREY-PREDATOR SYSTEM








                                                     WITH THE EFFECT PREDATOR GROWTH RATE USING







                                                                                                                            ONE-PARAMETER BIFURCATION










                                                                                                                                     NAME: FATIN NATASYA BINTI ZAINUDDIN                                                                                                                                                                                                                                                                          K242/02




                                                                                                                  SUPERVISOR: MADAM ZATI IWANI ABDUL MANAF








                           FACULTY OF COMPUTER AND MATHEMATICAL SCIENCES, UITM CAWANGAN KELANTAN KAMPUS MACHANG













                                              ABSTRACT                                                                                                                                                  PROBLEM STATEMENT                                                                                                                                                     OBJECTIVE





                            Predator-prey models are widely used in ecological modeling                                                                                                  Conventional predator-prey models, such as the classical                                                                                                                   To fomulate the prey-predator model with growth

                            to explain population dynamics. However, many existing                                                                                                       Lotka-Volterra system, often assume a constant growth                                                                                                                      rate of predator.

                            models assume a constant predator growth rate, which may                                                                                                     rate for the predator population. This simplification fails                                                                                                                 To analyze the stability analysis of the prey-

                            not reflect real-world ecological conditions. Therefore, this                                                                                                to capture the dynamic nature of real ecosystems, where                                                                                                                    predator model with growth rate of predator.

                            project focuses on the influence of variable predator growth                                                                                                 predator growth is influenced by factors like food                                                                                                                         To analyze the impact of the predator growth rate


                            rates of a prey-predator system to address the limitations of                                                                                                availability, environmental changes, and biological                                                                                                                        using one-parameter bifurcation analysis
                            such existing models. A modified Lotka-Volterra model was                                                                                                    conditions. As a result, such models may not accurately


                            developed by incorporating intraspecific prey competition and                                                                                                reflect how predator and prey populations interact over

                            a dynamic predator growth rate to more accurately represent                                                                                                  time. This study addresses this gap by proposing a model

                            ecological interactions. To analyze the proposed model, a                                                                                                    that incorporates a variable predator growth rate,                                                                                                                                     Result and Discussion

                            combination of symbolic and numerical tools was employed.                                                                                                    aiming to provide a more realistic and adaptable

                            Specifically, Maple was used for symbolic computations,                                                                                                      framework. Through stability and bifurcation analysis,

                            including the computation of equilibrium points, Jacobian                                                                                                    the research seeks to identify how changes in predator                                                                                                                    Summary of stability and bifurcation analysis with respect to
                                                                                                                                                                                                                                                                                                                                                                   level of predator growth rate, m
                            matrices, and eigenvalues for local stability analysis.                                                                                                      growth can shift ecosystem dynamics, offering insights

                            Meanwhile, XPPAUT supported numerical integration and the                                                                                                    that could improve ecological predictions and

                            construction of one-parameter bifurcation diagrams to detect                                                                                                 conservation strategies.


                            critical transitions such as transcritical bifurcations. In

                            addition, MATLAB was utilized to generate phase plane plots

                            and time series graphs, which provided visual insight into the

                            system’s dynamic responses. The results indicate that changes                                                                                                               Implementation

                            in the predator growth rate can significantly influence system

                            stability, potentially leading to population oscillations or

                            extinction scenarios. As a result, incorporating realistic

                            predator growth mechanisms enhances the predictive power of

                            ecological models. Ultimately, these improvements contribute
                                                                                                                                                                                                         Jacobian matrix for
                            to better ecosystem management, biodiversity conservation,                                                                                                                                                                                                                                                                             One-parameter bifurcation

                            and ecological forecasting.










                                              METHODOLOGY








                             Phase 1: Formulating Mathematical Model




                                                                                                                                                                                                         Jacobian matrix for








                                                                                                                                                                                                                                                                                                                                                                 The slicing of one-parameter bifurcation

                                                                                                                                                                                                                                                                                                                                                                 diagram

                              Equation from Mustapha and Nazrri                                                    Modified equation
                              (2023)






                             Phase 2: Stability Analysis




                                               Determine the equlibrium point




                                               Let





                                                                                                                                                                                                         Jacobian matrix for


                                                                                                                                                                                                                                                                                                                                                                Phase plane diagram




                                               Calculate Jacobian Matrix                                                                                                                                                                                                                                                                                              Growth rate of predator , m = 0.525




                                                Let












                                                Then,
















                                                Calculate eigenvalues by letting:
                                                                                                                                                                                                                                                                                                                                                                        Growth rate of predator , m = 0.535



                                                  Let
                                                                                                                                                                                                        Conclusion






                                                                                                                                                                                     This study offers a more realistic approach to modeling predator-prey
                                                                                                                                                                                     dynamics through the introduction of a variable predator growth rate

                                               Equilibrium point classification                                                                                                      —a  key  element  often  overlooked  in  traditional  models.  Through

                                                                                                                                                                                     stability  and  bifurcation  analysis,  the  research  highlights  how  small

                                                According to the type and sign of                                          and                                                       changes  in  this  growth  rate  can  radically  shift  the  balance  between

                                                                                                                                                                                     species, driving them toward extinction or coexistence.




                                                                                                                                                                                     It is essential for ecologists, conservation planners, and policymakers


                                                                                                                                                                                     to  be  aware  of  these  dynamics  because  it  guides  them  in  making
                                                                                                                                                                                                                                                                                                                                                                Time series diagram
                                                                                                                                                                                     informed  decisions  on  biodiversity  conservation,  species  management,


                                                                                                                                                                                     and  ecological  prediction.  By  providing  a  model  that  better  reflects
                                                                                                                                                                                                                                                                                                                                                                         Growth rate of predator , m = 0.525
                                                                                                                                                                                     population  behavior  in  the  real  world,  this  study  not  only  propels


                                                                                                                                                                                     mathematical ecology forward but also informs real-world efforts to
                                                                                                                                                                                     preserve ecosystem stability in the face of environmental change.
                                                  Phase plane for each critical point category




                           Phase 3: Bifurcation Analysis


                                                The parameter value
                                                                                                                                                                                                        Recommendation






                                                                                                                                                                                            To  make  the  findings  more  generalizable  and  reliable,  some

                                                                                                                                                                                            suggestions  for  future  research  are  made.  First,  employing

                                                                                                                                                                                            actual  ecological  data  in  the  model  would  make  it  far  more

                                                                                                                                                                                            accurate  and  useful.  By  doing  a  test  run  of  the  model  using                                                                                                       Growth rate of predator , m = 0.535

                                                                                                                                                                                            empirical  data  from  actual  predator-prey  systems,  the  results

                                                                                                                                                                                            can be used more effectively to guide environmental policy and

                                                                                                                                                                                            conservation initiatives.




                                                Plot bifurcation diagram to capture B point,                                                                                                Finally,  driving  the  use  of  computation  software  like  MATLAB,

                                                slicing bifurcation diagram before/after B                                                                                                  Maple,  and  XPPAUT  will  again  generate  more  precise

                                                                                                                                                                                            simulations  and  simpler  visualizations.  Improved  graphics  and

                                                                                                                                                                                            analytic  analysis  will  benefit  researchers  and  policymakers  to

                                                                                                                                                                                            grasp  results  more  effectively  and  apply  them  to  ecosystem
                                               Plot phase plane and time series diagram
                                                                                                                                                                                            management.
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