Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2025975790', 'doi': 'https://doi.org/10.1002/nav.20086', 'title': 'Robust capacity planning in semiconductor manufacturing', 'display_name': 'Robust capacity planning in semiconductor manufacturing', 'publication_year': 2005, 'publication_date': '2005-05-05', 'ids': {'openalex': 'https://openalex.org/W2025975790', 'doi': 'https://doi.org/10.1002/nav.20086', 'mag': '2025975790'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1002/nav.20086', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S182666042', 'display_name': 'Naval Research Logistics (NRL)', 'issn_l': '0894-069X', 'issn': ['0894-069X', '1520-6750'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320595', 'host_organization_name': 'Wiley', 'host_organization_lineage': ['https://openalex.org/P4310320595'], 'host_organization_lineage_names': ['Wiley'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5076877502', 'display_name': 'Francisco Barahona', 'orcid': 'https://orcid.org/0000-0002-4829-7515'}, 'institutions': [{'id': 'https://openalex.org/I4210114115', 'display_name': 'IBM Research - Thomas J. Watson Research Center', 'ror': 'https://ror.org/0265w5591', 'country_code': 'US', 'type': 'facility', 'lineage': ['https://openalex.org/I1341412227', 'https://openalex.org/I4210114115']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Francisco Barahona', 'raw_affiliation_strings': ['IBM T. J. Watson Research Center, Yorktown Heights, New York 10598'], 'affiliations': [{'raw_affiliation_string': 'IBM T. J. Watson Research Center, Yorktown Heights, New York 10598', 'institution_ids': ['https://openalex.org/I4210114115']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5001966427', 'display_name': 'Stuart Bermon', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4210114115', 'display_name': 'IBM Research - Thomas J. Watson Research Center', 'ror': 'https://ror.org/0265w5591', 'country_code': 'US', 'type': 'facility', 'lineage': ['https://openalex.org/I1341412227', 'https://openalex.org/I4210114115']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Stuart Bermon', 'raw_affiliation_strings': ['IBM T. J. Watson Research Center, Yorktown Heights, New York 10598'], 'affiliations': [{'raw_affiliation_string': 'IBM T. J. Watson Research Center, Yorktown Heights, New York 10598', 'institution_ids': ['https://openalex.org/I4210114115']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5034471689', 'display_name': 'Oktay Günlük', 'orcid': 'https://orcid.org/0000-0002-9272-377X'}, 'institutions': [{'id': 'https://openalex.org/I4210114115', 'display_name': 'IBM Research - Thomas J. Watson Research Center', 'ror': 'https://ror.org/0265w5591', 'country_code': 'US', 'type': 'facility', 'lineage': ['https://openalex.org/I1341412227', 'https://openalex.org/I4210114115']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Oktay Günlük', 'raw_affiliation_strings': ['IBM T. J. Watson Research Center, Yorktown Heights, New York 10598'], 'affiliations': [{'raw_affiliation_string': 'IBM T. J. Watson Research Center, Yorktown Heights, New York 10598', 'institution_ids': ['https://openalex.org/I4210114115']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5111482133', 'display_name': 'S.J. Hood', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I1341412227', 'display_name': 'IBM (United States)', 'ror': 'https://ror.org/05hh8d621', 'country_code': 'US', 'type': 'company', 'lineage': ['https://openalex.org/I1341412227']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Sarah Hood', 'raw_affiliation_strings': ['IBM Microelectronics Division, Hopewell Junction, New York 12533'], 'affiliations': [{'raw_affiliation_string': 'IBM Microelectronics Division, Hopewell Junction, New York 12533', 'institution_ids': ['https://openalex.org/I1341412227']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 2, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': {'value': 3350, 'currency': 'USD', 'value_usd': 3350, 'provenance': 'doaj'}, 'apc_paid': None, 'fwci': 14.322, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 125, 'citation_normalized_percentile': {'value': 0.970555, 'is_in_top_1_percent': False, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 97, 'max': 98}, 'biblio': {'volume': '52', 'issue': '5', 'first_page': '459', 'last_page': '468'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10328', 'display_name': 'Supply Chain and Inventory Management', 'score': 0.9922, 'subfield': {'id': 'https://openalex.org/subfields/1404', 'display_name': 'Management Information Systems'}, 'field': {'id': 'https://openalex.org/fields/14', 'display_name': 'Business, Management and Accounting'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10328', 'display_name': 'Supply Chain and Inventory Management', 'score': 0.9922, 'subfield': {'id': 'https://openalex.org/subfields/1404', 'display_name': 'Management Information Systems'}, 'field': {'id': 'https://openalex.org/fields/14', 'display_name': 'Business, Management and Accounting'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, {'id': 'https://openalex.org/T10551', 'display_name': 'Scheduling and Optimization Algorithms', 'score': 0.9676, 'subfield': {'id': 'https://openalex.org/subfields/2209', 'display_name': 'Industrial and Manufacturing 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/T10539', 'display_name': 'Sustainable Supply Chain Management', 'score': 0.9459, 'subfield': {'id': 'https://openalex.org/subfields/1408', 'display_name': 'Strategy and Management'}, 'field': {'id': 'https://openalex.org/fields/14', 'display_name': 'Business, Management and Accounting'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/linear-programming-relaxation', 'display_name': 'Linear programming relaxation', 'score': 0.62527764}, {'id': 'https://openalex.org/keywords/semiconductor-device-fabrication', 'display_name': 'Semiconductor device fabrication', 'score': 0.5608221}, {'id': 'https://openalex.org/keywords/capacity-planning', 'display_name': 'Capacity planning', 'score': 0.5405743}, {'id': 'https://openalex.org/keywords/robust-optimization', 'display_name': 'Robust Optimization', 'score': 0.4741632}], 'concepts': [{'id': 'https://openalex.org/C126255220', 'wikidata': 'https://www.wikidata.org/wiki/Q141495', 'display_name': 'Mathematical optimization', 'level': 1, 'score': 0.67803967}, {'id': 'https://openalex.org/C56086750', 'wikidata': 'https://www.wikidata.org/wiki/Q6042592', 'display_name': 'Integer programming', 'level': 2, 'score': 0.6557882}, {'id': 'https://openalex.org/C137631369', 'wikidata': 'https://www.wikidata.org/wiki/Q7617831', 'display_name': 'Stochastic programming', 'level': 2, 'score': 0.635882}, {'id': 'https://openalex.org/C25360446', 'wikidata': 'https://www.wikidata.org/wiki/Q1512771', 'display_name': 'Linear programming relaxation', 'level': 3, 'score': 0.62527764}, {'id': 'https://openalex.org/C173801870', 'wikidata': 'https://www.wikidata.org/wiki/Q201413', 'display_name': 'Heuristic', 'level': 2, 'score': 0.6243237}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.6239725}, {'id': 'https://openalex.org/C177264268', 'wikidata': 'https://www.wikidata.org/wiki/Q1514741', 'display_name': 'Set (abstract data type)', 'level': 2, 'score': 0.5776906}, {'id': 'https://openalex.org/C66018809', 'wikidata': 'https://www.wikidata.org/wiki/Q1570432', 'display_name': 'Semiconductor device fabrication', 'level': 3, 'score': 0.5608221}, {'id': 'https://openalex.org/C2781007418', 'wikidata': 'https://www.wikidata.org/wiki/Q1456934', 'display_name': 'Capacity planning', 'level': 2, 'score': 0.5405743}, {'id': 'https://openalex.org/C41045048', 'wikidata': 'https://www.wikidata.org/wiki/Q202843', 'display_name': 'Linear programming', 'level': 2, 'score': 0.5271052}, {'id': 'https://openalex.org/C2776029896', 'wikidata': 'https://www.wikidata.org/wiki/Q3935810', 'display_name': 'Relaxation (psychology)', 'level': 2, 'score': 0.48508278}, {'id': 'https://openalex.org/C42475967', 'wikidata': 'https://www.wikidata.org/wiki/Q194292', 'display_name': 'Operations research', 'level': 1, 'score': 0.48036274}, {'id': 'https://openalex.org/C193254401', 'wikidata': 'https://www.wikidata.org/wiki/Q2160088', 'display_name': 'Robust optimization', 'level': 2, 'score': 0.4741632}, {'id': 'https://openalex.org/C97137487', 'wikidata': 'https://www.wikidata.org/wiki/Q729138', 'display_name': 'Integer (computer science)', 'level': 2, 'score': 0.4460029}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.21664727}, {'id': 'https://openalex.org/C127413603', 'wikidata': 'https://www.wikidata.org/wiki/Q11023', 'display_name': 'Engineering', 'level': 0, 'score': 0.11006734}, {'id': 'https://openalex.org/C15744967', 'wikidata': 'https://www.wikidata.org/wiki/Q9418', 'display_name': 'Psychology', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C77805123', 'wikidata': 'https://www.wikidata.org/wiki/Q161272', 'display_name': 'Social psychology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C160671074', 'wikidata': 'https://www.wikidata.org/wiki/Q267131', 'display_name': 'Wafer', 'level': 2, 'score': 0.0}, {'id': 'https://openalex.org/C119599485', 'wikidata': 'https://www.wikidata.org/wiki/Q43035', 'display_name': 'Electrical engineering', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C199360897', 'wikidata': 'https://www.wikidata.org/wiki/Q9143', 'display_name': 'Programming language', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C111919701', 'wikidata': 'https://www.wikidata.org/wiki/Q9135', 'display_name': 'Operating system', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1002/nav.20086', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S182666042', 'display_name': 'Naval Research Logistics (NRL)', 'issn_l': '0894-069X', 'issn': ['0894-069X', '1520-6750'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320595', 'host_organization_name': 'Wiley', 'host_organization_lineage': ['https://openalex.org/P4310320595'], 'host_organization_lineage_names': ['Wiley'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 18, 'referenced_works': ['https://openalex.org/W1880493268', 'https://openalex.org/W1903310559', 'https://openalex.org/W1925375990', 'https://openalex.org/W1967853602', 'https://openalex.org/W2015253360', 'https://openalex.org/W2015780942', 'https://openalex.org/W2025311859', 'https://openalex.org/W2044233090', 'https://openalex.org/W2070045881', 'https://openalex.org/W2103438087', 'https://openalex.org/W2111654366', 'https://openalex.org/W2124577214', 'https://openalex.org/W2132324770', 'https://openalex.org/W2132600086', 'https://openalex.org/W2139422251', 'https://openalex.org/W2140597061', 'https://openalex.org/W2164189122', 'https://openalex.org/W2171480299'], 'related_works': ['https://openalex.org/W4389463731', 'https://openalex.org/W4310823612', 'https://openalex.org/W4293570283', 'https://openalex.org/W2552756754', 'https://openalex.org/W2180949474', 'https://openalex.org/W2026665790', 'https://openalex.org/W2014375465', 'https://openalex.org/W1983760655', 'https://openalex.org/W175006096', 'https://openalex.org/W10711191'], 'abstract_inverted_index': {'Abstract': [0], 'We': [1, 85], 'present': [2], 'a': [3, 29, 35, 46, 67, 80, 88], 'stochastic': [4, 70], 'programming': [5, 100], 'approach': [6], 'to': [7, 27, 60, 77], 'capacity': [8, 61], 'planning': [9], 'under': [10], 'demand': [11, 18, 56], 'uncertainty': [12], 'in': [13, 49, 79, 116], 'semiconductor': [14], 'manufacturing.': [15], 'Given': [16], 'multiple': [17], 'scenarios': [19], 'together': [20], 'with': [21, 105], 'associated': [22], 'probabilities,': [23], 'our': [24], 'aim': [25], 'is': [26, 34, 57, 66], 'identify': [28], 'set': [30], 'of': [31, 53, 83, 102, 113], 'tools': [32], 'that': [33, 90], 'good': [36], 'compromise': [37], 'for': [38], 'all': [39], 'these': [40], 'scenarios.': [41], 'More': [42], 'precisely,': [43], 'we': [44], 'formulate': [45], 'mixed‐integer': [47, 71], 'program': [48, 72], 'which': [50, 73], 'expected': [51], 'value': [52], 'the': [54, 98, 103, 114], 'unmet': [55], 'minimized': [58], 'subject': [59], 'and': [62, 108], 'budget': [63], 'constraints.': [64], 'This': [65], 'difficult': [68], 'two‐stage': [69], 'cannot': [74], 'be': [75], 'solved': [76], 'optimality': [78], 'reasonable': [81], 'amount': [82], 'time.': [84], 'instead': [86], 'propose': [87], 'heuristic': [89, 96], 'can': [91], 'produce': [92], 'near‐optimal': [93], 'solutions.': [94], 'Our': [95], 'strengthens': [97], 'linear': [99], 'relaxation': [101], 'formulation': [104], 'cutting': [106], 'planes': [107], 'performs': [109], 'limited': [110], 'enumeration.': [111], 'Analyses': [112], 'results': [115], 'some': [117], 'real‐life': [118], 'situations': [119], 'are': [120], 'also': [121], 'presented.': [122], '©': [123], '2005': [124], 'Wiley': [125], 'Periodicals,': [126], 'Inc.': [127], 'Naval': [128], 'Research': [129], 'Logistics,': [130], '2005.': [131]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2025975790', 'counts_by_year': [{'year': 2024, 'cited_by_count': 1}, {'year': 2023, 'cited_by_count': 4}, {'year': 2022, 'cited_by_count': 3}, {'year': 2021, 'cited_by_count': 3}, {'year': 2019, 'cited_by_count': 4}, {'year': 2018, 'cited_by_count': 5}, {'year': 2017, 'cited_by_count': 8}, {'year': 2016, 'cited_by_count': 5}, {'year': 2015, 'cited_by_count': 3}, {'year': 2014, 'cited_by_count': 7}, {'year': 2013, 'cited_by_count': 4}, {'year': 2012, 'cited_by_count': 15}], 'updated_date': '2024-12-12T21:48:25.518884', 'created_date': '2016-06-24'}