In this paper, we propose an algorithm for finding a zero of a pseudomonotone vector field with a convex constraint on a Hadamard manifold. This new method is the combination of the hyperplane projection method with specially constructed search directions. The global convergence property of this algorithm is established under the assumptions that the constructed halfspace is closed and convex, the tangent vector field is continuous, and the solution set is nonempty. Numerical experiments show the efficiency of this new derivative-free iterative method.
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页码:1209 / 1223
页数:15
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Absil PA, 2008, OPTIMIZATION ALGORITHMS ON MATRIX MANIFOLDS, P1
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IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USAIBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Adler, RL
Dedieu, JP
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Dedieu, JP
Margulies, JY
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Margulies, JY
Martens, M
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Martens, M
Shub, M
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
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Aligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, India
King Fahd Univ Petr & Minerals, Dept Math & Stat, Dhahran, Saudi ArabiaAligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, India
Ansari, Qamrul Hasan
Babu, Feeroz
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Aligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, IndiaAligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, India
机构:
IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USAIBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Adler, RL
Dedieu, JP
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Dedieu, JP
Margulies, JY
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Margulies, JY
Martens, M
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
Martens, M
Shub, M
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机构:IBM Corp, Thomas J Watson Res Ctr, Dept Math Sci, Yorktown Hts, NY 10598 USA
机构:
Aligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, India
King Fahd Univ Petr & Minerals, Dept Math & Stat, Dhahran, Saudi ArabiaAligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, India
Ansari, Qamrul Hasan
Babu, Feeroz
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Aligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, IndiaAligarh Muslim Univ, Dept Math, Aligarh 202002, Uttar Pradesh, India