NVIDIA · rgsl888prabhu · May 29, 2026
@@ -17,4 +17,4 @@ NVIDIA cuOpt supports a C API for GPU-accelerated optimization that enables user
    :name: LP, QP and MILP Optimization
    :titlesonly:
 
-   LP, QP and MILP <lp-qp-milp/index.rst>
+   LP, QP and MILP <numerical-optimization/index.rst>
@@ -9,7 +9,7 @@ This section contains details on the cuOpt LP/QP/MILP C API.
    :name: LP/QP/MILP
    :titlesonly:
 
-   lp-qp-milp-c-api.rst
-   ../../lp-qp-milp-settings.rst
+   numerical-optimization-c-api.rst
+   ../../numerical-optimization-settings.rst
    lp-qp-example.rst
    milp-examples.rst
@@ -6,7 +6,7 @@ LP/QP C API Examples
 Example With Data
 -----------------
 
-This example demonstrates how to use the LP solver in C. More details on the API can be found in :doc:`C API <lp-qp-milp-c-api>`.
+This example demonstrates how to use the LP solver in C. More details on the API can be found in :doc:`C API <numerical-optimization-c-api>`.
 
 The example code is available at ``examples/cuopt-c/lp/simple_lp_example.c`` (:download:`download <examples/simple_lp_example.c>`):
 

@@ -5,7 +5,7 @@ MILP C API Examples
 Example With Data
 -----------------
 
-This example demonstrates how to use the MILP solver in C. More details on the API can be found in :doc:`C API <lp-qp-milp-c-api>`.
+This example demonstrates how to use the MILP solver in C. More details on the API can be found in :doc:`C API <numerical-optimization-c-api>`.
 
 The example code is available at ``../lp-milp/examples/simple_milp_example.c`` (:download:`download <examples/simple_milp_example.c>`):
 

@@ -142,7 +142,7 @@ When you are done with a solve you should destroy a `cuOptSolverSettings` object
 
 Setting Parameters
 ------------------
-The following functions are used to set and get parameters. You can find more details on the available parameters in the :doc:`LP/MILP settings <../../lp-qp-milp-settings>` section.
+The following functions are used to set and get parameters. You can find more details on the available parameters in the :doc:`LP/MILP settings <../../numerical-optimization-settings>` section.
 
 .. doxygenfunction:: cuOptSetParameter
 .. doxygenfunction:: cuOptGetParameter
@@ -156,7 +156,7 @@ The following functions are used to set and get parameters. You can find more de
 Parameter Constants
 -------------------
 
-These constants are used as parameter names in the :c:func:`cuOptSetParameter`, :c:func:`cuOptGetParameter`, and similar functions. For more details on the available parameters, see the :doc:`LP/MILP settings <../../lp-qp-milp-settings>` section.
+These constants are used as parameter names in the :c:func:`cuOptSetParameter`, :c:func:`cuOptGetParameter`, and similar functions. For more details on the available parameters, see the :doc:`LP/MILP settings <../../numerical-optimization-settings>` section.
 
 .. LP/MIP parameter string constants
 .. doxygendefine:: CUOPT_ABSOLUTE_DUAL_TOLERANCE

@@ -23,4 +23,4 @@ This will display the complete list of command-line arguments and their usage:
     :language: text
     :linenos:
 
-Please refer to :doc:`../lp-qp-milp-settings` for more details on default values and other options.
+Please refer to :doc:`../numerical-optimization-settings` for more details on default values and other options.
@@ -27,15 +27,15 @@ Where to find examples
 Python (LP / QP / MILP)
 -----------------------
 
-* :doc:`../cuopt-python/lp-qp-milp/lp-qp-milp-examples` — runnable Python samples (LP, QP, MILP). With ``CUOPT_REMOTE_HOST`` and ``CUOPT_REMOTE_PORT`` set on the client, solves go to the remote server automatically.
+* :doc:`../cuopt-python/numerical-optimization/numerical-optimization-examples` — runnable Python samples (LP, QP, MILP). With ``CUOPT_REMOTE_HOST`` and ``CUOPT_REMOTE_PORT`` set on the client, solves go to the remote server automatically.
 
 C API (LP / QP / MILP)
 ----------------------
 
-* :doc:`../cuopt-c/lp-qp-milp/lp-qp-example` — LP and QP C examples.
-* :doc:`../cuopt-c/lp-qp-milp/milp-examples` — MILP C examples.
+* :doc:`../cuopt-c/numerical-optimization/lp-qp-example` — LP and QP C examples.
+* :doc:`../cuopt-c/numerical-optimization/milp-examples` — MILP C examples.
 
-  Compile and run these programs with the same exports in the shell; ``solve_lp`` / ``solve_mip`` use gRPC when both remote variables are set (see :doc:`../cuopt-c/lp-qp-milp/lp-qp-milp-c-api` for API reference).
+  Compile and run these programs with the same exports in the shell; ``solve_lp`` / ``solve_mip`` use gRPC when both remote variables are set (see :doc:`../cuopt-c/numerical-optimization/numerical-optimization-c-api` for API reference).
 
 ``cuopt_cli``
 -------------

@@ -143,7 +143,7 @@ To solve **locally** with the same file:
 
 More options (time limits, relaxation): :doc:`../cuopt-cli/quick-start` and :doc:`examples`.
 
-**C API** — With the same environment variables set, call ``solve_lp`` / ``solve_mip`` as in :doc:`../cuopt-c/lp-qp-milp/lp-qp-milp-c-api`.
+**C API** — With the same environment variables set, call ``solve_lp`` / ``solve_mip`` as in :doc:`../cuopt-c/numerical-optimization/numerical-optimization-c-api`.
 
 More patterns (MPS variants, custom gRPC): :doc:`examples`.
 

@@ -30,4 +30,4 @@ This section contains details on the cuOpt Python package.
    :name: LP, QP and MILP API
    :titlesonly:
 
-   LP, QP and MILP <lp-qp-milp/index.rst>
+   LP, QP and MILP <numerical-optimization/index.rst>
@@ -10,5 +10,5 @@ This section contains details on the cuOpt linear programming, quadratic program
    :name: LP, QP and MILP
    :titlesonly:
 
-   lp-qp-milp-api.rst
-   lp-qp-milp-examples.rst
+   numerical-optimization-api.rst
+   numerical-optimization-examples.rst
@@ -274,7 +274,7 @@ Use a :class:`~cuopt.linear_programming.data_model.DataModel` built with
 :func:`~cuopt.linear_programming.io.Read` as input to ``get_LP_solve``;
 the client dispatches on the file extension (``.mps`` / ``.qps`` vs ``.lp``,
 including ``.gz`` / ``.bz2`` compressed variants). For solver settings see
-:doc:`LP/QP/MILP parameters <../../lp-qp-milp-settings>`.
+:doc:`LP/QP/MILP parameters <../../numerical-optimization-settings>`.
 
 MPS format
 ~~~~~~~~~~

@@ -12,4 +12,4 @@ This section contains details on Server options supported and open-api specifica
 
    server-cli.rst
    ../../open-api.rst
-   ../../lp-qp-milp-settings.rst
+   ../../numerical-optimization-settings.rst
@@ -4,7 +4,7 @@ LP, QP, and MILP Settings
 
 
 This page describes the parameter settings available for cuOpt's LP, QP, and MILP solvers. These parameters are set as :ref:`parameter constants <parameter-constants>` in case of C API and in case of Server Thin client as raw strings.
-Please refer to examples in :doc:`C </cuopt-c/lp-qp-milp/index>` and :doc:`Server Thin client </cuopt-server/index>` for more details.
+Please refer to examples in :doc:`C </cuopt-c/numerical-optimization/index>` and :doc:`Server Thin client </cuopt-server/index>` for more details.
 
 .. note::
    When setting parameters in thin client solver settings, remove ``CUOPT_`` from the parameter name and convert to lowercase. For example, ``CUOPT_TIME_LIMIT`` would be set as ``time_limit``.

@@ -16,7 +16,7 @@ Parameter/option statuses are listed below, they express how each of these optio
 
   **Removed** - These features were deprecated in a previous release and completely removed in this one.
 
-For all solver_configs fields, see the LP/QP/MILP settings guide :doc:`lp-qp-milp-settings` or the service openapi spec :doc:`open-api`.
+For all solver_configs fields, see the LP/QP/MILP settings guide :doc:`numerical-optimization-settings` or the service openapi spec :doc:`open-api`.
 
 Changes to solver_configs.tolerances
 ------------------------------------