Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Statically Indeterminate Problem Solving

Statically Indeterminate Problem Solving

Statically indeterminate problems are those where statics alone can not determine the internal forces or reactions. Consider a structure comprising two cylindrical rods made of steel and brass. These rods are joined at point B and restrained by rigid supports at points A and C. Now, the reactions at points A and C and the deflection at point B are to be determined. This rod structure is classified as statically indeterminate as the structure has more supports than are necessary for maintaining...

Introduction and Methods of Leveling

Introduction and Methods of Leveling

Leveling is a surveying procedure used to determine elevation differences between distant points. Elevation refers to the vertical distance above or below a reference datum, typically mean sea level (MSL). In the United States, elevations are often referenced to the mean sea level station at Father Point Rimouski along the St. Lawrence Seaway. To make the datum accessible, permanent markers are established throughout the region. These markers, called benchmarks, have known elevations. If the...

Design Example: Maintaining Level of an Embankment

Design Example: Maintaining Level of an Embankment

Constructing a roadway embankment over uneven terrain requires precise leveling to ensure stability and proper drainage. Surveyors use a leveling instrument and staff to calculate ground elevations and determine the required fill material at each point along the embankment alignment.The process begins by positioning a leveling instrument near a benchmark with a known elevation. A backsight reading establishes the instrument height, which serves as a reference for subsequent measurements. A...

Levels of Use of a GIS

Levels of Use of a GIS

Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...

Hydraulic Jump: Problem Solving

Hydraulic Jump: Problem Solving

To analyze a hydraulic jump in a rectangular channel with a flow speed of 6 meters per second, follow these steps:Calculate Effective Upstream Velocity:When the downstream gate closes, a hydraulic jump forms, traveling upstream at 2 meters per second. This wave speed combines with the initial channel flow velocity, creating an effective upstream velocity.Identify Flow Velocities Before and After the Hydraulic Jump:Upstream of the hydraulic jump, the effective flow velocity includes both the...

Pre-Procedural Guidelines for Assessing Blood Pressure

Pre-Procedural Guidelines for Assessing Blood Pressure

Accurate blood pressure assessment is crucial for diagnosing and managing various health conditions. To ensure the reliability of these measurements, healthcare professionals must adhere to standardized pre-procedural guidelines. These guidelines enhance patient safety and improve the overall quality of healthcare. The following steps are essential for obtaining accurate and consistent blood pressure readings, from using the appropriate tools to ensuring effective communication with the...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Automatic and intelligent content visualization system based on deep learning and genetic algorithm.

Neural computing & applications·2022

See all related articles

Search research articles

Related Experiment Video

Updated: Nov 1, 2025

Author Spotlight: Investigating the Effects of Mind-Body-Movement Practices on Brain Function

Author Spotlight: Investigating the Effects of Mind-Body-Movement Practices on Brain Function

Published on: January 26, 2024

BiLSTM and dynamic fuzzy AHP-GA method for procedural game level generation.

¹Vocational School of Technical Sciences, Isparta University of Applied Sciences, Cunur West Campus, Isparta, 32200 Turkey.

Neural Computing & Applications

|June 28, 2021

Summary

This study introduces an effective hybrid system using Bidirectional Long Short-Term Memory (BiLSTM) and fuzzy analytic hierarchy process-genetic algorithm (FAHP-GA) for procedural game level generation. This AI-driven approach significantly reduces time and cost in creating balanced and engaging game content for educational games.

Keywords:

Bilstm Fuzzy analytic hierarchy process Game level generation Genetic algorithm

More Related Videos

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Published on: December 9, 2012

The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy

The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy

Published on: October 14, 2017

Related Experiment Videos

Last Updated: Nov 1, 2025

Author Spotlight: Investigating the Effects of Mind-Body-Movement Practices on Brain Function

Author Spotlight: Investigating the Effects of Mind-Body-Movement Practices on Brain Function

Published on: January 26, 2024

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Published on: December 9, 2012

The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy

The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy

Published on: October 14, 2017

Area of Science:

Artificial Intelligence
Game Design
Educational Technology

Background:

The COVID-19 pandemic accelerated the adoption of game-based learning, increasing demand for game content.
Generating game content and levels is traditionally time-consuming and expensive, requiring improvements in efficiency and cost-effectiveness.
Procedural Content Generation (PCG) offers automated solutions for creating game levels, leveraging artificial intelligence techniques.

Purpose of the Study:

To develop and evaluate a hybrid AI system for automated procedural game level generation.
To address the need for efficient, cost-effective, and high-quality game content creation in educational settings.
To compare the performance of the proposed hybrid method against existing multi-criteria decision-making (MCDM) approaches.

Main Methods:

A hybrid system combining Bidirectional Long Short-Term Memory (BiLSTM) and Fuzzy Analytic Hierarchy Process-Genetic Algorithm (FAHP-GA) was developed.
The proposed system was implemented in a custom-developed educational game to generate game levels.
Performance evaluation involved comparisons with other MCDM methods and statistical analyses.

Main Results:

The BiLSTM-based FAHP-GA hybrid method demonstrated effectiveness in procedural game level generation.
The developed system successfully created game levels for the educational game case study.
Statistical analyses confirmed the viability and performance of the proposed approach.

Conclusions:

The BiLSTM-based FAHP-GA hybrid system is a viable and effective solution for procedural game level generation.
This AI-driven approach offers a promising method to reduce the time and cost associated with game content creation.
The study highlights the potential of hybrid AI techniques in enhancing educational game development.