This paper proposes a novel nature-inspired optimization algorithm called the Fox optimizer (FOX) which mimics foraging behavior of foxes in nature when hunting preys. The is based on techniques for measuring distance between fox and its prey to execute an efficient jump. After presenting mathematical models FOX, five classical benchmark functions CEC2019 test are used evaluate it’s performance...

Abstract A key limiting factor in organising and using information from physical specimens curated natural science collections is making that computable, with institutional digitization tending to focus more on imaging the themselves than efficiently capturing computable data about them. Label are traditionally manually transcribed today high cost low throughput, rendering such a task constrain...

This paper proposes the multi-objective variant of recently-introduced fitness dependent optimizer (FDO). The algorithm is called a (MOFDO) and equipped with all five types knowledge (situational, normative, topographical, domain, historical knowledge) as in FDO. MOFDO tested on two standard benchmarks for performance-proof purpose: classical ZDT test functions, which widespread suite that take...

clinical trial committee (ctc) has been established in food and drug organization (fdo), in 2003 to assure efficacy and safety of all types of medicinal products which are meant to be registered in iran drug list and/or obtain market authorization.all clinical trial files, meeting minutes and databases in ctc secretariat in fdo were reviewed. relevant information and data extracted, analyzed an...

One essential question with regard to the implementation of FAIR (Wilkinson et al. 2016) Digital Objects (FDOs) in everyday research is following: How data that acquired some way transformed into FDOs? Creating FDOs from a two-fold problem: "FAIR principles are policies, whereas digital objects technical abstractions" (Schwardmann 2020). Regarding side, order become FDOs, raw stored files and d...

The organization of respiratory chain complexes in supercomplexes has been shown in the mitochondria of several eukaryotes and in the cell membranes of some bacteria. These supercomplexes are suggested to be important for oxidative phosphorylation efficiency and to prevent the formation of reactive oxygen species. Here we describe, for the first time, the identification of supramolecular organi...

The FAIRPoints organization, co-founded by the authors, aims to provide a platform for conversations take place around realistic and pragmatic implementations of FAIR (Findable, Accessible, Interoperable, Reusable) principles. uniqueness effort stems from an additional aim: capture conversation contributions in form “bite-sized” objects – “points” way that facilitates dynamic composition instru...

A full domain optimum neural network (FDONN) and its application to image recognition are proposed in this paper. In general, we cann't ensure the devised neural network to converge to a global minimum. In this paper, we use a method of devising stable points firstly and basins of attraction laterly. This method increases speed and correctness of recognition. Owing to the nature that the dimens...