{"id":"https://openalex.org/W2047907149","doi":"https://doi.org/10.1109/cec.2007.4424981","title":"Multiobjective optimization of sensor network deployment by a genetic algorithm","display_name":"Multiobjective optimization of sensor network deployment by a genetic algorithm","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W2047907149","doi":"https://doi.org/10.1109/cec.2007.4424981","mag":"2047907149"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2007.4424981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102116943","display_name":"Shao Chong Oh","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Shao Chong Oh","raw_affiliation_strings":["The School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore","Nanyang Technol. Univ., Nanyang#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technol. Univ., Nanyang#TAB#","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111609499","display_name":"Chung Huat Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I28490864","display_name":"DSO National Laboratories","ror":"https://ror.org/03e05fb06","country_code":"SG","type":"nonprofit","lineage":["https://openalex.org/I28490864"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chung Huat Tan","raw_affiliation_strings":["DSO National Laboratories, Singapore","DSO National Laboratories, 20 Science Park Drive 118230, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSO National Laboratories, Singapore","institution_ids":["https://openalex.org/I28490864"]},{"raw_affiliation_string":"DSO National Laboratories, 20 Science Park Drive 118230, Singapore","institution_ids":["https://openalex.org/I28490864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073157343","display_name":"Fook Wai Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I28490864","display_name":"DSO National Laboratories","ror":"https://ror.org/03e05fb06","country_code":"SG","type":"nonprofit","lineage":["https://openalex.org/I28490864"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fook Wai Kong","raw_affiliation_strings":["DSO National Laboratories, Singapore","DSO National Laboratories, 20 Science Park Drive 118230, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSO National Laboratories, Singapore","institution_ids":["https://openalex.org/I28490864"]},{"raw_affiliation_string":"DSO National Laboratories, 20 Science Park Drive 118230, Singapore","institution_ids":["https://openalex.org/I28490864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077167293","display_name":"Yuan Tan","orcid":"https://orcid.org/0009-0003-1901-1615"},"institutions":[{"id":"https://openalex.org/I28490864","display_name":"DSO National Laboratories","ror":"https://ror.org/03e05fb06","country_code":"SG","type":"nonprofit","lineage":["https://openalex.org/I28490864"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuan Sin Tan","raw_affiliation_strings":["DSO National Laboratories, Singapore","DSO National Laboratories, 20 Science Park Drive 118230, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSO National Laboratories, Singapore","institution_ids":["https://openalex.org/I28490864"]},{"raw_affiliation_string":"DSO National Laboratories, 20 Science Park Drive 118230, Singapore","institution_ids":["https://openalex.org/I28490864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110033188","display_name":"Khin Hua Ng","orcid":null},"institutions":[{"id":"https://openalex.org/I28490864","display_name":"DSO National Laboratories","ror":"https://ror.org/03e05fb06","country_code":"SG","type":"nonprofit","lineage":["https://openalex.org/I28490864"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Khin Hua Ng","raw_affiliation_strings":["DSO National Laboratories, Singapore","DSO National Laboratories, 20 Science Park Drive 118230, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSO National Laboratories, Singapore","institution_ids":["https://openalex.org/I28490864"]},{"raw_affiliation_string":"DSO National Laboratories, 20 Science Park Drive 118230, Singapore","institution_ids":["https://openalex.org/I28490864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111876288","display_name":"Gee Wah Ng","orcid":null},"institutions":[{"id":"https://openalex.org/I28490864","display_name":"DSO National Laboratories","ror":"https://ror.org/03e05fb06","country_code":"SG","type":"nonprofit","lineage":["https://openalex.org/I28490864"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gee Wah Ng","raw_affiliation_strings":["DSO National Laboratories, Singapore","DSO National Laboratories, 20 Science Park Drive 118230, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSO National Laboratories, Singapore","institution_ids":["https://openalex.org/I28490864"]},{"raw_affiliation_string":"DSO National Laboratories, 20 Science Park Drive 118230, Singapore","institution_ids":["https://openalex.org/I28490864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083532095","display_name":"Kang Tai","orcid":"https://orcid.org/0000-0002-0064-3386"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"K. Tai","raw_affiliation_strings":["The School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore","School of Mechanical and Aerospace Engineering, Nanyang Technological University, 50 Nanyang Ave, 639798 Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Nanyang Technological University, 50 Nanyang Ave, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3917","last_page":"3921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12449","display_name":"Spacecraft Design and Technology","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9377999901771545,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/software-deployment","display_name":"Software deployment","score":0.7625789642333984},{"id":"https://openalex.org/keywords/planner","display_name":"Planner","score":0.7434815168380737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6955276727676392},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6751338243484497},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6597642302513123},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.6471730470657349},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.614372730255127},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5510544776916504},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46901172399520874},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4569776952266693},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.44845741987228394},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3796274662017822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19351595640182495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18692198395729065},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09874150156974792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.096437007188797}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7625789642333984},{"id":"https://openalex.org/C2776999362","wikidata":"https://www.wikidata.org/wiki/Q2349274","display_name":"Planner","level":2,"score":0.7434815168380737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6955276727676392},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6751338243484497},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6597642302513123},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6471730470657349},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.614372730255127},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5510544776916504},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46901172399520874},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4569776952266693},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.44845741987228394},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3796274662017822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19351595640182495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18692198395729065},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09874150156974792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.096437007188797},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2007.4424981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5699999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1595498733","https://openalex.org/W1607768087","https://openalex.org/W1787544972","https://openalex.org/W1997188340","https://openalex.org/W2019562606","https://openalex.org/W2056605897","https://openalex.org/W2061355461","https://openalex.org/W2069983012","https://openalex.org/W2126105956","https://openalex.org/W6636486754","https://openalex.org/W6638021218"],"related_works":["https://openalex.org/W2337862504","https://openalex.org/W2123512339","https://openalex.org/W1979141062","https://openalex.org/W159345135","https://openalex.org/W4289753243","https://openalex.org/W2084351816","https://openalex.org/W2310143336","https://openalex.org/W4235804352","https://openalex.org/W1506010655","https://openalex.org/W3123415746"],"abstract_inverted_index":{"Decision":[0],"support":[1,119],"tools":[2],"for":[3,70,90,121],"assisting":[4],"the":[5,10,26,43,56,62,91,122],"human":[6],"mission":[7,57,92],"planner":[8,93],"in":[9,42,83,106],"deployment":[11,123],"of":[12,19,25,30,36,61,115,124],"sensor":[13,20,125],"networks":[14],"is":[15,45,65,74,109],"an":[16,110],"important":[17],"component":[18],"management.":[21],"The":[22,104],"optimal":[23,40,81,98],"selection":[24],"number":[27],"and":[28,38,58],"types":[29],"sensors":[31],"available":[32],"from":[33],"a":[34,47,84,96,117],"suite":[35],"sensors,":[37],"their":[39,75],"placement":[41],"terrain,":[44],"typically":[46],"multiobjective":[48,67],"optimization":[49],"problem":[50],"with":[51],"objectives":[52],"defined":[53],"based":[54,100],"on":[55,101],"scenario.":[59],"One":[60],"key":[63],"advantages":[64],"applying":[66],"genetic":[68,112],"algorithms":[69],"solving":[71],"such":[72,116],"problems":[73],"ability":[76],"to":[77,94],"find":[78],"multiple":[79],"Pareto":[80],"solutions":[82],"single":[85],"run":[86],"which":[87],"then":[88],"allows":[89],"select":[95],"final":[97],"solution":[99],"higher-level":[102],"considerations.":[103],"aim":[105],"this":[107],"work":[108],"effective":[111],"algorithm":[113],"implementation":[114],"decision":[118],"tool":[120],"networks.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
