一、浣熊优化算法COA浣熊优化算法(Coati Optimization Algorithm,COA)由Dehghani Mohammad等人于2022年提出的模拟浣熊狩猎行为的优化算法,该算法具有进化能力强,收敛速度快,收敛精度高等特点。 COA具体原理…
浣熊优化算法（COA）由Dehghani Mohammad等人于2022年提出，模仿浣熊的狩猎行为，展现出强大的进化能力、快速收敛和高精度收敛的特点。COA算法具体原理如下：通过模拟浣熊在狩猎过程中的行为，如感知、追踪、捕猎等，来进行优化计算。智能优化算法：浣熊优化算法-附代码_智能算法研学社（Jack旭）的博客-CSDN博客...
Coatis optimization algorithm (COA) has recently emerged as an innovative meta-heuristic algorithm (MA) for global optimization, garnering considerable attention from scholars and researchers. In this paper, we introduce three techniques to enhance COA: (1) the cooperative mechanism, (2) the ...
susceptibility to local optima, and low convergence accuracy, this paper introduces an enhanced variant termed the Adaptive Coati Optimization Algorithm (ACOA). ACOA achieves a balanced exploration–exploitation trade-off through refined
1. 算法起源： MOCOA是基于浣熊优化算法进一步发展的结果。COA由Dehghani Mohammad等人于2022年提出，模仿浣熊的狩猎行为，具有强大的进化能力、快速收敛和高精度收敛的特点。2. 算法原理： MOCOA通过模拟浣熊在狩猎过程中的行为，如感知、追踪、捕猎等，来进行多目标优化计算。它结合了COA的优化机制和多目标...
Aiming at the problems of insufficient ability of artificial COA in the late optimization search period, loss of population diversity, easy to fall into local extreme value, resulting in slow convergence and lack of exploration ability; In this paper, an improved COA algorithm based on chaotic seq...
Coati optimization algorithm (COA) is a population-based metaheuristic algorithm. It simulates the behaviors of coati, such as attacking and hunting iguanas, and escaping from predators, to achieve location update, and iteratively obtains the optimal solution to the problem being optimized. Compared ...
Firstly, to address the shortcomings of the traditional COA, which tends to local optimization guided by iguana, a convex lens imaging strategy and mutation perturbation are proposed to enhance population diversity and improve the algorithm's global exploration capability. Secondly, the concepts of ...
To counteract these adverse effects, wind power-based distributed generation (DG) resources were optimally allocated in the 240-bus network using the coati optimization algorithm (COA), which is a recently developed metaheuristic algorithm. A multi-objective optimization problem was formulated to ...
Coati optimization algorithm (COA)Chaotic mapLevy flightSensor enabled IoTIn the interconnected world of IoT, the ability to precisely pinpoint the location of nodes is a fundamental cornerstone. Without accurate node localization (NL) in Sensor Networks, the data collected by sensors often lacks ...