High-throughput {methods|techniques|strategies|approaches|procedures|solutions} in science have {created|produced|developed|designed|made} a trend to {generate|produce|create} {massive|huge|enormous} {amount of|quantity of|level of|volume of} {data|information} that challenge our {ability to|capability to} mine and search {through|via|by means of|by way of} {massive|huge|enormous} {information|info|details|data|facts|information and facts} spaces. {Thus|Therefore|Hence|As a result} {more|much more|a lot more|far more|additional|extra} {efficient|effective} and {effective|efficient|successful|powerful|productive|helpful} {solutions|options} for {data|information} {analysis|evaluation} and optimization are {required|needed|necessary|essential|expected} {continuously|constantly}. {The best|The very best|The most effective|The top|The ideal|The most beneficial} {solutions|options} {for many|for a lot of} problems-solving approaches in science could have {many|numerous|several|a lot of|quite a few|lots of} sources of inspiration coming from diverse {natural|all-natural|organic} phenomena. {In this|Within this} context, most Artificial Intelligence (AI) approaches {benefit|advantage} from emulation {natural|all-natural|organic} processes for their {information|info|details|data|facts|information and facts} processing {strategy|technique|method|approach|tactic}. {Among|Amongst} the AI protocols, meta-heuristic algorithms for {learning|studying|understanding|finding out|mastering} model and optimization have exploited {a number of|numerous|several|quite a few|a variety of|many} biological phenomena {leading|top|major} to {highly|extremely|very|hugely} {effective|efficient|successful|powerful|productive|helpful} search and {learning|studying|understanding|finding out|mastering} engines. Examples {of these|of those} processes {are the|would be the|will be the} ant colony organization, brain function and genetics {among|amongst} {others|other people|other individuals|other folks}. The evolution has turned all these biological events in {highly|extremely|very|hugely} {efficient|effective} procedures, whose {basics|fundamentals} principles have then {provided|supplied|offered} {an excellent|a great|a superb|a fantastic} ground of new computational algorithms The aim of this report is pave the {way to|method to|approach to|strategy to|technique to|solution to} {a new|a brand new} class of nature-based meta-heuristic {methods|techniques|strategies|approaches|procedures|solutions} which shall be {based on|according to|depending on|determined by} diverse chemical and biomolecular systems. We present {five|5} examples from {different|various|distinct|diverse|unique|distinctive} subjects of Chemistry like Organic Chemistry, Chemical Physics and Biomolecules; and introduce how computational models {could be|might be|could possibly be|may be|may very well be} inferred from them. {Besides|In addition to|Apart from}, we {develop|create} {one of|certainly one of|among} these models, in detail, {which is|that is|which can be} {based on|according to|depending on|determined by} protein evolution and folding principles. We {consider|think about|contemplate|take into account|look at|take into consideration} that the wealth of systems and processes {related|associated|connected} to Chemistry, as {those|these} described {in the|within the|inside the} present communication, {might|may|may well|may possibly|could|could possibly} {boost|increase|enhance} the {development|improvement} of relevant meta-heuristic and classification algorithms in upcoming years. 2-Bromo-6-hydroxybenzaldehyde web 2454490-66-3 manufacturer PMID:24275718
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