Search Results - "African buffalo"
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African Buffalo Optimization
Published 2016“…This is an introductory paper to the newly-designed African Buffalo Optimization (ABO) algorithm for solving combinatorial and other optimization problems. …”
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A Global African Buffalo Optimization
Published 2017“…In this paper, a modified version of the African Buffalo Optimization algorithm with emphasis on global search is proposed. …”
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Convergence Analysis of the African Buffalo Optimization Algorithm
Published 2016“…This paper presents the convergence analysis of the newly-developed African Buffalo Optimization algorithm. African Buffalo Optimization is a simulation of the organizational skills of the African buffalos using two basic sounds: /waaa/ and /maaa/ as they transverse the African landscape in search of grazing pastures. …”
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Stochastic process and tutorial of the African buffalo optimization
Published 2022“…This paper presents the data description of the African buffalo optimization algorithm (ABO). ABO is a recently-designed optimization algorithm that is inspired by the migrant behaviour of African buffalos in the vast African landscape. …”
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African Buffalo Optimization: A Swarm-Intelligence Technique
Published 2015“…This paper proposes a new optimization technique called the African Buffalo Optimization. The African Buffalo Optimization (ABO) draws its inspiration from the behavior of African buffalos in the vast African forests and savannahs. …”
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Solving the Traveling Salesman’s Problem using the African Buffalo Optimization
Published 2016“…This paper proposes the African Buffalo Optimization (ABO) which is a new meta-heuristic algorithm that is derived from careful observation of the African buffalos, a species of wild cows, in the African forests and savannahs. …”
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African Buffalo Optimization (ABO): A New Metaheuristic Algorithm
Published 2015“…The African Buffalo Optimization (A.B.0) algorithm simulates the African buffalos' behaviour by encapsulation in a mathematical model; which solves a number of discrete optimization problems using graph-based route planning, job scheduling and it extends Swarm Intelligence paradigms. …”
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Tutorials on African Buffalo Optimization for Solving the Travelling Salesman Problem
Published 2017“…The African Buffalo Optimization is a newly designed metaheuristic optimization algorithm inspired by the migration of African buffalos from place to place across the vast African forests, deserts and savannah in search of food. …”
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The design and applications of the african buffalo algorithm for general optimization problems
Published 2017“…A critical look at these ‘efficient’ stochastic algorithms reveals the need for improvements in the areas of effectiveness, the number of several parameters used, premature convergence, ability to search diverse landscapes and complex implementation strategies. The African Buffalo Optimization (ABO), which is inspired by the herd management, communication and successful grazing cultures of the African buffalos, is designed to attempt solutions to the observed shortcomings of the existing stochastic optimization algorithms. …”
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African Buffalo Optimization Algorithm for Collision-Avoidance in Electric Fish
Published 2020“…This paper presents the African Buffalo Optimization algorithm for collision avoidance among electric fishes. …”
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A Comparison of Particle Swarm optimization and Global African Buffalo Optimization
Published 2020“…However, in this paper, a comparison between Particle Swarm Optimization (PSO) and Global African Buffalo Optimization (GABO) algorithms was performed. …”
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African Buffalo Optimization and the Randomized Insertion Algorithm for the Asymmetric Travelling Salesman’s Problems
Published 2016“…This paper presents a comparative study of the African Buffalo Optimization algorithm and the Randomized Insertion Algorithm to solving the asymmetric Travelling Salesman’s Problem with the overall objective of determining a better method to solving the asymmetric Travelling Salesman’s Problem instances. …”
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African Buffalo Optimization Algorithm for PID parameters tuning of Automatic Voltage Regulators
Published 2016“…Our innovation is the successful use of the African Buffalo Optimization Algorithm to tune PID parameters for optimum efficiency and effectiveness.…”
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African Buffalo Optimization Approach to the Design of PID Controller in Automatic Voltage Regulator System
Published 2016“…This paper presents the African Buffalo Optimization (ABO) approach to tuning the Proportional, Integral and Derivative (PID) parameters of an Automatic Voltage Regulator. …”
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Parameters-Tuning of PID Controller for Automatic Voltage Regulators using the African Buffalo Optimization
Published 2017“…In this paper, an attempt is made to apply the African Buffalo Optimization (ABO) to tune the parameters of a PID controller for an effective Automatic Voltage Regulator (AVR). …”
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African Buffalo Optimization Strategy for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
Published 2016“…ABO simulates the movement of African Buffalos as they migrate from place to place all over Africa in search of grazing pastures. …”
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A Comparative Study of Neural Networks methods & the African Buffalo Optimization for the Travelling Salesman’s Problems
Published 2017“…This paper presents a comparative study of some Neural Networks methods and the newly-designed African Buffalo Optimization in solving 12 popular benchmark symmetric Travelling Salesman’s Problems. …”
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African Buffalo Optimization Algorithm for Tuning Parameters of a PID Controller in Automatic Voltage Regulators
Published 2016“…ABO simulates the movement of African Buffalos as they migrate from place to place all over Africa in search of grazing pastures. …”
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Water level forecasting using feed forward neural networks optimized by African Buffalo Algorithm (ABO)
Published 2019“…This research proposed a swarm intelligence training algorithm, Improved African Buffalo Optimization algorithm (IABO) based on the Metaheuristic method called the African Buffalo Optimization algorithm (ABO). …”
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A Comparative Study of African Buffalo Optimization and Randomized Insertion Algorithm for Asymmetric Travelling Salesman's Problem
Published 2015“…The Randomized Insertion and African Buffalo Optimization algorithms employ two different methods in attempting solutions to ATSP: the African Buffalo Optimization employs the modified Karp-Steele approach while the Randomized Insertion uses random insertion approach. …”
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