This is a survey of recent results regarding the convergence of several classes of algorithms for the minimization of convex functions defined on a general Banach space. For each class, we define an appropriate complete metric space of algorithms and show that most of them (in the sense of Baire's categories) are convergent. In some cases the set of divergent methods is not only of the first category, but also a-porous.
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Guangdong Univ Technol, Coll Appl Math, Guangzhou 510090, Guangdong, Peoples R ChinaGuangdong Univ Technol, Coll Appl Math, Guangzhou 510090, Guangdong, Peoples R China
Chen, Yuqing
Cho, Yeol Je
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Gyongsang Natl Univ, Dept Math Educ, Jinju 660701, South Korea
Gyongsang Natl Univ, RINS, Jinju 660701, South Korea
China Med Univ, Ctr Genaral Educ, Taichung 40402, TaiwanGuangdong Univ Technol, Coll Appl Math, Guangzhou 510090, Guangdong, Peoples R China
Cho, Yeol Je
Kim, Jong Kyu
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Kyungnam Univ, Dept Math Educ, Chang Won 631701, South KoreaGuangdong Univ Technol, Coll Appl Math, Guangzhou 510090, Guangdong, Peoples R China