{"id":"https://openalex.org/W2401012801","doi":"https://doi.org/10.1007/s00521-016-2359-8","title":"An optimized ANN model based on genetic algorithm for predicting ripping production","display_name":"An optimized ANN model based on genetic algorithm for predicting ripping production","publication_year":2016,"publication_date":"2016-05-26","ids":{"openalex":"https://openalex.org/W2401012801","doi":"https://doi.org/10.1007/s00521-016-2359-8","mag":"2401012801"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-016-2359-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-016-2359-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043064343","display_name":"Edy Tonnizam Mohamad","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Edy Tonnizam Mohamad","raw_affiliation_strings":["Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, UTM, 81310, Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, UTM, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007436379","display_name":"Roohollah Shirani Faradonbeh","orcid":"https://orcid.org/0000-0002-1518-3597"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Roohollah Shirani Faradonbeh","raw_affiliation_strings":["Department of Mining, Tarbiat Modares University, Tehran, 14115-143, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mining, Tarbiat Modares University, Tehran, 14115-143, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001490863","display_name":"Danial Jahed Armaghani","orcid":"https://orcid.org/0000-0001-8171-6403"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Danial Jahed Armaghani","raw_affiliation_strings":["Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, UTM, 81310, Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, UTM, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002972089","display_name":"Masoud Monjezi","orcid":"https://orcid.org/0000-0001-6376-9181"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Masoud Monjezi","raw_affiliation_strings":["Department of Mining, Tarbiat Modares University, Tehran, 14115-143, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mining, Tarbiat Modares University, Tehran, 14115-143, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091311765","display_name":"Muhd Zaimi Abd Majid","orcid":"https://orcid.org/0000-0001-9207-1508"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhd Zaimi Abd Majid","raw_affiliation_strings":["UTM Construction Research Centre, Institute for Smart Infrastructure and Innovative Construction (ISIIC), Faculty of Civil Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTM Construction Research Centre, Institute for Smart Infrastructure and Innovative Construction (ISIIC), Faculty of Civil Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043064343"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":17.8845,"has_fulltext":false,"cited_by_count":126,"citation_normalized_percentile":{"value":0.99546784,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"28","issue":"S1","first_page":"393","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10161","display_name":"Rock Mechanics and Modeling","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6535115838050842},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.644159734249115},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6398953795433044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5461058616638184},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4445963203907013},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.4282875657081604},{"id":"https://openalex.org/keywords/rock-blasting","display_name":"Rock blasting","score":0.41275089979171753},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38286474347114563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30273520946502686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24456331133842468},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21166831254959106},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19246211647987366},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.09763354063034058}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6535115838050842},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.644159734249115},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6398953795433044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5461058616638184},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4445963203907013},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.4282875657081604},{"id":"https://openalex.org/C50933969","wikidata":"https://www.wikidata.org/wiki/Q2891954","display_name":"Rock blasting","level":2,"score":0.41275089979171753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38286474347114563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30273520946502686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24456331133842468},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21166831254959106},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19246211647987366},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.09763354063034058},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-016-2359-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-016-2359-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5199999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323300","display_name":"Universiti Teknologi Malaysia","ror":"https://ror.org/026w31v75"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W63411172","https://openalex.org/W112472847","https://openalex.org/W192975702","https://openalex.org/W292532261","https://openalex.org/W563287015","https://openalex.org/W605601845","https://openalex.org/W1480600971","https://openalex.org/W1490095204","https://openalex.org/W1525481129","https://openalex.org/W1533618852","https://openalex.org/W1542869478","https://openalex.org/W1560425706","https://openalex.org/W1564372824","https://openalex.org/W1573769643","https://openalex.org/W1608292140","https://openalex.org/W1659842140","https://openalex.org/W1967509916","https://openalex.org/W1973507704","https://openalex.org/W1979859100","https://openalex.org/W1981947486","https://openalex.org/W1992252410","https://openalex.org/W1995341919","https://openalex.org/W2001129580","https://openalex.org/W2004489837","https://openalex.org/W2006960330","https://openalex.org/W2029803196","https://openalex.org/W2030683383","https://openalex.org/W2040219465","https://openalex.org/W2042287401","https://openalex.org/W2043352748","https://openalex.org/W2048569821","https://openalex.org/W2048979223","https://openalex.org/W2052205722","https://openalex.org/W2056102592","https://openalex.org/W2058103303","https://openalex.org/W2059306644","https://openalex.org/W2062013869","https://openalex.org/W2065645571","https://openalex.org/W2072641542","https://openalex.org/W2083045317","https://openalex.org/W2083974252","https://openalex.org/W2085032340","https://openalex.org/W2086282769","https://openalex.org/W2086439824","https://openalex.org/W2089775076","https://openalex.org/W2089875800","https://openalex.org/W2094254128","https://openalex.org/W2094552842","https://openalex.org/W2101881769","https://openalex.org/W2110529327","https://openalex.org/W2111991669","https://openalex.org/W2117330486","https://openalex.org/W2126485839","https://openalex.org/W2126947871","https://openalex.org/W2140861990","https://openalex.org/W2148975016","https://openalex.org/W2152150600","https://openalex.org/W2166656061","https://openalex.org/W2209549787","https://openalex.org/W2270468071","https://openalex.org/W2278345837","https://openalex.org/W2284481177","https://openalex.org/W2286844187","https://openalex.org/W2511626984","https://openalex.org/W2565274627","https://openalex.org/W2613103547","https://openalex.org/W3023540311","https://openalex.org/W3146852957","https://openalex.org/W3151495350","https://openalex.org/W4245899960","https://openalex.org/W4253572765","https://openalex.org/W4285719527","https://openalex.org/W6768041238"],"related_works":["https://openalex.org/W2372415543","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W2377292223","https://openalex.org/W2366584243","https://openalex.org/W2376563992","https://openalex.org/W2360006733","https://openalex.org/W4304590249","https://openalex.org/W2366368367","https://openalex.org/W2385996327"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
