means the algorithm is rather difficult to implement due to a large number of equations, instructions, and operators. For example, the GA falls into the easy category because it consists of four stages: evaluating the initial population,crossing overto generate offspring, mutating the offspring, ...
Fig. 6. A High-level flow for Easy Association and Hard Association. At first, a basic affinity matrix based on a basic association metric which then divides into easy and hard associations according to its basic score. The Hungarian algorithm is then applied to get a final association value...
Finding the ground state of a quantum many-body system is a fundamental problem in quantum physics. In this work, we give a classical machine learning (ML) algorithm for predicting ground state properties with an inductive bias encoding geometric localit
To overcome the disadvantages of premature convergence and easy trapping into local optimum solutions, this paper proposes an improved particle swarm optimization algorithm (named NDWPSO algorithm) based on multiple hybrid strategies. Firstly, the elite opposition-based learning method is utilized to init...
An important part of software testing -- or coding -- effort is the ability to measure the progress. One technique for doing this is a technique called Earned Value Management, and we'll show you how easy it is to apply EVM to your own projects....
Yang XS (2009) “Firefly algorithms for multimodal optimization,” Lecture notes in computer science (including Subser. lecture notes in artifficial intelligence lecture notes bioinformatics), 5792 LNCS, 169–178 Yang XS (2010) A new metaheuristic bat-inspired algorithm, In: Nature inspired cooperati...
Data structure and algorithm analysis are the foundation of computer science and the foundation of all computer programs. Mastering data structure and algorithm analysis can enable programmers to write programs more efficiently and improve program quality and performance. ...
The U. S. Food and DrugAdministration (FDA), for instance, is using computer simulations in place of human trials forevaluating new technology systems. The agency has also published guidance for designing trals ofdrugs and devices that include virtual patients.Beyond speeding results and reducing ...
Data structure and algorithm analysis are the foundation of computer science and the foundation of all computer programs. Mastering data structure and algorithm analysis can enable programmers to write programs more efficiently and improve program quality and performance. ...
Identifying the most significant input parameters for predicting district heating load using an association rule algorithm 3.2.2 Firefly algorithm The firefly algorithm (FFA) is a heuristic algorithm that is inspired by the social behavior of fireflies in nature (Yang, 2010). FFA is easy to impleme...