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4 changes: 2 additions & 2 deletions docs/api/qiskit-ibm-runtime/release-notes.mdx
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Expand Up @@ -654,7 +654,7 @@ The qiskit-ibm-runtime `v0.41.0` release focuses on the removal of IBM Quantum P
* The `channel_strategy` parameter in `QiskitRuntimeService` has been removed. To continue using Q-CTRL in your workflow, please explore the following options:

> * If your organization has an existing IBM Quantum Premium Plan instance: migrate to the Q-CTRL Performance Management Function, found in the [Qiskit Functions Catalog](https://quantum.ibm.com/functions).
> * To continue using Qiskit Runtime with IBM Cloud: migrate to Q-CTRL Fire Opal, the same performance management product accessible directly through Q-CTRL. You can [connect your IBM Cloud API key and Qiskit Runtime CRN](https://docs.q-ctrl.com/fire-opal/discover/hardware-providers/how-to-authenticate-with-ibm-credentials) to Fire Opal. ([1966](https://github.com/Qiskit/qiskit-ibm-runtime/pull/1966))
> * To continue using Qiskit Runtime with IBM Cloud: migrate to Q-CTRL Fire Opal, the same performance management product accessible directly through Q-CTRL. You can [connect your IBM Cloud API key and Qiskit Runtime CRN](https://docs.q-ctrl.com/fire-opal/discover/hardware-providers/how-to-migrate-from-performance-management-on-ibm-cloud) to Fire Opal. ([1966](https://github.com/Qiskit/qiskit-ibm-runtime/pull/1966))

<span id="id62" />

Expand Down Expand Up @@ -692,7 +692,7 @@ The qiskit-ibm-runtime `v0.41.0` release focuses on the removal of IBM Quantum P
* The `channel_strategy` parameter has been deprecated. The Q-CTRL Performance Management strategy will be removed on October 18th, 2024. To continue using Q-CTRL in your workflow, please explore the following options:

> * If your organization has an existing IBM Quantum Premium Plan instance: migrate to the Q-CTRL Performance Management Function, found in the [Qiskit Functions Catalog](https://quantum.ibm.com/functions).
> * To continue using Qiskit Runtime with IBM Cloud: migrate to Q-CTRL Fire Opal, the same performance management product accessible directly through Q-CTRL. You can [connect your IBM Cloud API key and Qiskit Runtime CRN](https://docs.q-ctrl.com/fire-opal/discover/hardware-providers/how-to-authenticate-with-ibm-credentials) to Fire Opal. ([1931](https://github.com/Qiskit/qiskit-ibm-runtime/pull/1931))
> * To continue using Qiskit Runtime with IBM Cloud: migrate to Q-CTRL Fire Opal, the same performance management product accessible directly through Q-CTRL. You can [connect your IBM Cloud API key and Qiskit Runtime CRN](https://docs.q-ctrl.com/fire-opal/discover/hardware-providers/how-to-migrate-from-performance-management-on-ibm-cloud) to Fire Opal. ([1931](https://github.com/Qiskit/qiskit-ibm-runtime/pull/1931))

* In a future release, `RuntimeJob.status()` will be returned as a string instead of an instance of `JobStatus`. ([1933](https://github.com/Qiskit/qiskit-ibm-runtime/pull/1933))

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Expand Up @@ -13,7 +13,7 @@ python_api_name: qiskit.algorithms.optimizers.ISRES

Improved Stochastic Ranking Evolution Strategy optimizer.

Improved Stochastic Ranking Evolution Strategy (ISRES) is an algorithm for non-linearly constrained global optimization. It has heuristics to escape local optima, even though convergence to a global optima is not guaranteed. The evolution strategy is based on a combination of a mutation rule and differential variation. The fitness ranking is simply via the objective function for problems without nonlinear constraints. When nonlinear constraints are included, the [stochastic ranking proposed by Runarsson and Yao](https://www.cs.bham.ac.uk/~xin/papers/published_tec_sep00_constraint.pdf) is employed. This method supports arbitrary nonlinear inequality and equality constraints, in addition to the bound constraints.
Improved Stochastic Ranking Evolution Strategy (ISRES) is an algorithm for non-linearly constrained global optimization. It has heuristics to escape local optima, even though convergence to a global optima is not guaranteed. The evolution strategy is based on a combination of a mutation rule and differential variation. The fitness ranking is simply via the objective function for problems without nonlinear constraints. When nonlinear constraints are included, the [stochastic ranking proposed by Runarsson and Yao](https://www.semanticscholar.org/paper/Stochastic-ranking-for-constrained-evolutionary-Runarsson-Yao/827e3d01e52438e29aac1f6c4c8a2ed972a87c75) is employed. This method supports arbitrary nonlinear inequality and equality constraints, in addition to the bound constraints.

NLopt global optimizer, derivative-free. For further detail, please refer to [http://nlopt.readthedocs.io/en/latest/NLopt\_Algorithms/#isres-improved-stochastic-ranking-evolution-strategy](http://nlopt.readthedocs.io/en/latest/NLopt_Algorithms/#isres-improved-stochastic-ranking-evolution-strategy)

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2 changes: 1 addition & 1 deletion docs/guides/global-data-quantum-optimizer.ipynb
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Expand Up @@ -919,7 +919,7 @@
"\n",
"<Admonition type=\"note\" title=\"Recommendations\">\n",
"* Read [the associated research paper](https://arxiv.org/pdf/2412.19150).\n",
"* Request access to the function by filling in [this form](https://www.globaldataquantum.com/en/quantum-portfolio-optimizer/#form).\n",
"* Request access to the function by filling in [this form](https://globaldatum.io/qiskit-function/#form).\n",
"* Try the [Dynamic Portfolio Optimization](/docs/tutorials/global-data-quantum-optimizer) tutorial.\n",
"\n",
"</Admonition>"
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7 changes: 0 additions & 7 deletions scripts/js/lib/links/ignores.ts
Original file line number Diff line number Diff line change
Expand Up @@ -170,16 +170,9 @@ const ALWAYS_IGNORED_URLS__SHOULD_FIX: string[] = [
"https://github.com/Qiskit/ibm-quantum-schemas/blob/main/schemas/default_pulse_configuration_schema.json",

// These links are from old IQP and do not work any more
"https://api.quantum-computing.ibm.com/runtime",
"https://auth.quantum-computing.ibm.com/api",
"https://auth.quantum.ibm.com/api",
"https://quantum-computing.cloud.ibm.com",
"https://us-east.quantum-computing.cloud.ibm.com/",

// Other links that don't seem to exist any more
"https://www.cs.bham.ac.uk/~xin/papers/published_tec_sep00_constraint.pdf",
"https://docs.q-ctrl.com/fire-opal/discover/hardware-providers/how-to-authenticate-with-ibm-credentials",
"https://www.globaldataquantum.com/en/quantum-portfolio-optimizer/#form",

// The pulse guide was removed in https://github.com/Qiskit/documentation/pull/4495 and should be fixed
// in the Qiskit latest, dev, and some historical versions. In the meantime, the app will redirect the
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