Nature-inspired computationOptimizationMany problems in science and engineering can be formulated as optimization problems, subject to complex nonlinear constraints. The solutions of highly nonlinear problems usually require sophisticated optimization algorithms, and traditional algorithms may struggle to deal ...
convergence, accuracy, feature reduction, and other aspects of nature-inspired optimization. The last 10 years’ worth of heart disease datasets are also thoroughly reviewed. This paper’s objective is to review various optimization methods like particle swarm optimization (PSO), ant colony optimization...
【自然启发的优化算法】《Nature-Inspired Optimization Algorithms》by Xin-She Yang (Elsevier 2016) http://t.cn/RIPEZDY
Nature inspired algorithm plays a very vibrant role in solving the different optimization problems these days. The fundamental attitude of naturalistic approaches is to boost the competence, improvement, proficiency, success in the task except from it to help in underrating the energy use, cost, siz...
The novelty of this article lies in introducing a novel stochastic technique named the Hippopotamus Optimization (HO) algorithm. The HO is conceived by drawing inspiration from the inherent behaviors observed in hippopotamuses, showcasing an innovative a
Nature-Inspired Optimization Algorithms, Second Edition provides an introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with case studies to illust...
Utilization of optimization technique is a must in the design of contemporary antenna systems. Often, global search methods are necessary, which are associated with high computational costs when conducted at the level of full-wave electromagnetic (EM) models. In this study, we introduce an innovativ...
The Nature-inspired Optimization, is normally also known as the meta-heuristic algorithms optimization, as its name, comes from the obtaining of the nautral behaviors. Many of them are obtained from the natural creatres' social behavior or their relative habits: for example, one of the famoust...
Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to...
1 Paper Code Position-wise optimizer: A nature-inspired optimization algorithm thisisamirv/position-wise-optimizer•11 Apr 2022 The human nervous system utilizes synaptic plasticity to solve optimization problems. 1 Paper Code