MODERN TOPICS IN METRICAL FIXED POINT THEORY

Convex Sets;Convex Functions;Concave Functions;Maximum Likelihood Estimators;MLE;First Order Condition;Second Order Condition;Curve Fitting;Newton's Method;False Position Method;Rate of Covergence;Quadratic Fitting;Cubic Fitting;Unimodel Function;Fibonacci Search;Unconstrained Optimization;Line Search;Local Minimum;Local Maximum;Least Squares;Linear Regression;Logistic Regression;Linear Neural Networks;Steepest Descent;Gradient Descent;Quasi-Newton;Expectation-maximization Algorithm;Constrained Optimization;Allocation Problems;Linear Constrains;Linear Programming;Lagrange Multipliers;Dual Variables; Best Linear Unbiased Estimator;Shadow Price;Duality;Non-Linear Programming;Quadratic Programming;KKT;Karush-Kuhn-Tacker;Convex Programming;Support Vector Machine;Lagrangian Method;Penalty Functions;Barrier Functions;Simplex;Feasible Solution;Transportation Problem;Representation Theorem;Sensitivity Analysis