Zobrazeno 1 - 10
of 11
pro vyhledávání: '"Kavitesh Kumar, Bali"'
Publikováno v:
In Intelligence-Based Medicine 2022 6
Publikováno v:
IEEE Transactions on Cybernetics. 51:1784-1796
Humans have the ability to identify recurring patterns in diverse situations encountered over a lifetime, constantly understanding relationships between tasks and efficiently solving them through knowledge reuse. The capacity of artificial intelligen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1a72d2a0d45ecdeb5c8a7a695bf8b570
https://doi.org/10.1109/tcyb.2020.2981733
https://doi.org/10.1109/tcyb.2020.2981733
Publikováno v:
IEEE Transactions on Evolutionary Computation. 24:69-83
Humans rarely tackle every problem from scratch. Given this observation, the motivation for this paper is to improve optimization performance through adaptive knowledge transfer across related problems. The scope for spontaneous transfers under the s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::30816b08e1ea67c17dc00996785314ae
https://doi.org/10.1109/tevc.2019.2906927
https://doi.org/10.1109/tevc.2019.2906927
Publikováno v:
CEC
Recent analytical studies have revealed that in spite of promising success in problem solving, the performance of evolutionary multitasking deteriorates with decreasing similarity between constitutive tasks. The present day multifactorial evolutionar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::06379ecc22f826d9c106ef1edb2a958c
https://doi.org/10.1109/cec.2017.7969454
https://doi.org/10.1109/cec.2017.7969454
Publikováno v:
CEC
Competition in cooperative coevolution (CC) has demonstrated success in solving global optimization problems. In a recent study, a multi-island competitive cooperative coevolution (MIC3) algorithm was introduced that featured competition and collabor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0231f269b5f5072dc4aaa63bb61158e4
https://doi.org/10.1109/cec.2016.7744010
https://doi.org/10.1109/cec.2016.7744010
Publikováno v:
CEC
Problem decomposition determines how subcomponents are created that have a vital role in the performance of cooperative coevolution. Cooperative coevolution naturally appeals to fully separable problems that have low interaction amongst subcomponents
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6be1999059fe40e9d8ed93e41e97fdb2
https://doi.org/10.1109/cec.2016.7744408
https://doi.org/10.1109/cec.2016.7744408
Autor:
Rohitash Chandra, Kavitesh Kumar Bali
Publikováno v:
CEC
Cooperative coevolution has proven to be efficient in solving global optimisation and real world application problems. However, it is highly sensitive to problem decomposition, especially in the context of non-separable functions that possess interac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9d0438cc3a6617394020679be4129898
https://doi.org/10.1109/cec.2015.7256879
https://doi.org/10.1109/cec.2015.7256879
Autor:
Kavitesh Kumar Bali, Rohitash Chandra
Publikováno v:
Neural Information Processing ISBN: 9783319265544
ICONIP (3)
ICONIP (3)
Problem decomposition is an important attribute of cooperative coevolution that depends on the nature of the problems in terms of separability which is defined by the level of interaction amongst decision variables. Recent work in cooperative coevolu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ddde7725438614062835f62d78cebbfb
https://doi.org/10.1007/978-3-319-26555-1_15
https://doi.org/10.1007/978-3-319-26555-1_15
Autor:
Rohitash Chandra, Kavitesh Kumar Bali
Publikováno v:
AI 2015: Advances in Artificial Intelligence ISBN: 9783319263496
Australasian Conference on Artificial Intelligence
Australasian Conference on Artificial Intelligence
A major challenge in using cooperative coevolution (CC) for global optimisation is the decomposition of a given problem into subcomponents. Variable interaction is a major constraint that determines the decomposition strategy of a problem. Hence, fin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a275507d063f4d6450f85c4aca508ee4
https://doi.org/10.1007/978-3-319-26350-2_4
https://doi.org/10.1007/978-3-319-26350-2_4