SDMP User Manual (ENG)
  • Introduction
    • Introduction to SDMP
  • Getting Started
    • Creating SDMP Project
  • Data Handling
    • Loading Input Data
      • Defining Input Data Schema
      • Creating Input Data
      • Loading Input Data
    • Retriving Data
    • Writing Output Data
      • Defining Output Data Schema
      • Adding Data Row
      • Writing to File
  • General Module
    • Overview
    • User Controls
      • StateControl
      • ActionControl
      • StateTransitionControl
      • BoundControl
      • ApproximationControl
      • SolverControl
      • EventControl
      • DataControl
      • LogControl
    • Data Model
      • State
      • StateActionMap
    • Example Problems
      • Car Resequencing Problem
      • Lot Sizing Problem
  • Routing Module
    • Overview
    • User Controls
      • CustomerControl
      • VehicleControl
    • Data Model
    • Example Problems
      • Vehicle Routing Problem
  • Scheduling Module
    • Overview
    • User Controls
    • Data Model
    • Example Problems
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  1. Introduction

Introduction to SDMP

What is SDMP?

SDMP is .NET Framework-based software developed in the C# programming language. SDMP provides the ability to model and solve sequential decision-making problems using Approximate Dynamic Programming (ADP). SDMP allows users to solve problems with just the core idea rather than implementing everything from scratch. In particular, it simplifies time-consuming and technically complex implementation parts, making them more accessible to researchers and practitioners. In addition to providing ease of implementation for the ADP approach, SDMP improves the performance of the ADP algorithm through several techniques, including state space reduction, accelerated search, and machine learning.

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Last updated 1 year ago