Pseudo‐monotonic interval programming
C. R. Bector, Suresh K. Bhatt
Abstract
C. R. Bector, Suresh K. Bhatt
Abstract
Abstract A pseudo‐monotonic interval program is a problem of maximizing f(x) subject to x ε X = {x ε Rn | a < Ax < b, a, b ε Rm} where f is a pseudomonotonic function on X, the set defined by the linear interval constraints. In this paper, an algorithm to solve the above program is proposed. The algorithm is based on solving a finite number of linear interval programs whose solutions techniques are well known. These optimal solutions then yield an optimal solution of the proposed pseudo‐monotonic interval program.
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Abstract A pseudo‐monotonic interval program is a problem of maximizing f(x) subject to x ε X = {x ε Rn | a < Ax < b, a, b ε Rm} where f is a pseudomonotonic function on X, the set defined by the linear interval constraints. In this paper, an algorithm to solve the above program is proposed. The algorithm is based on solving a finite number of linear interval programs whose solutions techniques are well known. These optimal solutions then yield an optimal solution of the proposed pseudo‐monotonic interval program.
Key concepts: Monotonic function, Interval (graph theory), Mathematics, Linear programming, Function (biology), Set (abstract data type), Mathematical optimization, Algorithm