Exact 0/1 knapsack optimization with a checked optimality conclusion when the supported proof completes.
Discuss bnb_certifiedTHE PRODUCT, IN PRACTICE
A 0/1 knapsack task chooses which items to include under a capacity limit while maximizing their stated value. A feasible selection answers what fits; a completed optimum answers whether a better allowed selection exists. bnb_certified provides that exact problem scope, including the evidence supporting a closed gap when the computation completes.
Meeting the capacity limit does not establish that the chosen items provide the best modeled value.
bnb_certified searches the supported knapsack model for a high-value feasible selection and an applicable optimum conclusion.
“The search stopped improving” and “the optimum is proved” are not equivalent.
For completed supported cases, the tool supplies the checked bound/result evidence establishing that the gap is closed.
The customer may need one reliable decision component rather than a whole enterprise solver suite.
The product can be scoped around the specific weights, values and capacity model being embedded.
The product scope below describes the capability and outputs to confirm for your release. Custom integration, operated delivery and additional engineering are separately agreed.
The binary inclusion decision for the supported knapsack instance.
Feasibility of the selection under the original capacity restriction.
The modeled value achieved by the returned selection.
The applicable bound and optimality record when the exact proof completes.
bnb_certified is fully available with CLI, MCP and headless access. Use the interface that fits your terminal, your agents or your automated workflow.
Run the product from a terminal or script, alongside the tools your team already uses.
Get CLI accessConnect MCP-compatible clients and agents to the product’s exposed capabilities.
Get MCP accessOperate without a graphical interface in unattended, scheduled or pipeline-driven work.
Set up headless accessProduct-specific inputs, hardware requirements and result guarantees still apply. An access mode does not change your license or deployment scope.
Explore all product interfacesA software team embeds a supported item-selection subproblem into its planning workflow.
Illustrative use of the supported scope, not a customer case study or a measured result.Provide the item weights, values and capacity.
Run the exact knapsack task within the chosen limits.
Review the selection and completion evidence before applying it.
Optimization developers embedding exact 0/1 knapsack decisions into a larger workflow.
CLI, MCP and headless access are all available. Run from a terminal or script, connect an MCP-compatible client, or use the product without a graphical interface. Choose the mode during onboarding and receive its setup instructions. Runtime requirements and supported operations remain product-specific.
This is the documented 0/1 knapsack scope, not a universal MIP solver. An interrupted or incomplete run must not be described as a proved optimum. The reported brute-force agreement covers six tested sizes.
The agreed bnb_certified release, its supported interfaces and outputs, the applicable checks and the support stated in your order. The plan defines users, workflow, environment and capacity. Source-code transfer, unrestricted redistribution and bespoke engineering are not automatically included.
Request a scoped engineering or operated-service proposal. It identifies what our team delivers, where the workload runs, infrastructure costs, acceptance requirements and ongoing support. Your software subscription alone does not activate a hosted runtime.
Explore engineeringP49 / Company-reported. The supplied results matched brute force at all six tested sizes and reported a closed zero gap for those supported knapsack cases. They do not establish general MIP performance.
These descriptions come from the supplied product and campaign material. Website checks are not an independent rerun of the engine. Qualification identifies the actual release, workload and available artifacts.
Read the evidence summaryCustomer-hosted access and a service operated by SpinForge are different scopes. Confirm the release, deployment and included support before activation.
Plans & deliveryBring a representative workload and the result your team needs. We’ll define the product, deployment and engineering scope around that task.
Activate this capability inside a qualified checked decisions workflow. Compatible methods and required shared checking are included once within that workflow; the product remains independently purchasable.
Capacity, release, environment, result contract and operating responsibilities are specified before activation. Choosing an additional method is not permission to add an unrelated workload or unqualified deployment.
Explore Checked Decisions Choose workflow capacityCommission the model, integration and acceptance work needed for your task. Existing products stay independently available.
Commission one supported decision model, a scoped conflict analysis and a comparison of permitted repairs.
02 / Scoped customer programCommission a revision-aware workflow that keeps models, assumptions, results and evidence connected as inputs change.
Use the software directly or ask us to scope the implementation.
One capability. A connected workflow.
A team to put it into practice.