design for evaluating a candidate solution of the metaheuristic algorithm. This application also shows that it is the it is realized withGPUs. Sign in to download full-size image Figure 19.6.An illustration of
A new efficient and robust metaheuristic algorithm called "Interactive Autodidactic School (IAS)" is proposed in this paper to solve numerical optimization and structural design optimization problems. IAS is a population-based algorithm on the basis of the interactions between students in an auto...
The biologically inspired metaheuristic algorithm obtains the optimal solution by simulating the living habits or behavior characteristics of creatures in nature. It has been widely used in many fields. A new bio-inspired algorithm, Aphids Optimization A
metaheuristic algorithmSonet network design problemoptical telecommunication network designring-based topologySonet ring assignment problemThis paper considers two problems that arise in the design of optical telecommunication networks when a ring-based topology is adopted, namely the SONET Ring Assignment ...
CatBoost is an ML ensemble algorithm based on Gradient Boosting Decision Trees (GBDT) and is particularly suitable for heterogeneous and categorical data47,108. The CatBoost algorithm inherently incorporates a mechanism to efficiently convert non-numerical data values into numerical ones without the need...
Ahmadianfar I, Heidari AA, Gandomi AH et al (2021) Run beyond the metaphor: an efficient optimization algorithm based on runge kutta method. Expert Syst Appl 181(115):079 Google Scholar Ahmadi-Javid A (2011) Anarchic society optimization: A human-inspired method. In: 2011 IEEE Congress of...
Thereafter Taguchis orthogonal design method is employed to solve the critical issues on the subject of parameters selection for the proposed metaheuristic algorithm. The adopted technique is therefore tested on 5 different datasets of size 5 9 to 27 9 and the obtained results are compared with C...
" Design of routing optimization algorithm based on AVRO" introduces the workflow of the routing algorithm based on AVRO; Sect. " Experimental evaluation" verifies the algorithm's performance through simulation experiments; and finally, Sect. " Conclusion" presents the ...
To design the Firefly algorithm properly, two critical issues need to be defined: the attractiveness and the variation of the light intensity. 4.1. Attractiveness In the Firefly algorithm, the variation of the light intensity and the formulation of the attractiveness play a vital role. The ...
The innovation and novelty of this paper are in the introduction and design of a new meta-heuristic algorithm called Golf Optimization Algorithm (GOA), which is used in the handling of optimization problems. The originality of the proposed approach is confirmed based on the best knowledge obtained...