Chaos genetic algorithm designtrabajos

I am looking for a freelancer to help me with managing my personal social media accounts, specifically on Facebook. Skills and Experience: - Experience in social media management - Knowledge of Facebook's algorithm and best practices - Creative and engaging content creation - Ability to schedule and post updates once a week - Familiarity with personal branding and storytelling on social media platforms would be a plus.

I have the game manually implemented in full, but I need to adapt it so that one of the players is the AI using a minimax algorithm with alpha-beta pruning. I'm having trouble making the necessary adjustments to get it to work, and I was wondering if you could help me adapt the code

Necesito un bot de comercio de acciones/ETF de actividad de información privilegiada en la API de TWS de Interactive Broker, luego prueba retrospectiva y prueba futura utilizando Python backtrader y el motor LEAN de QuantConneact SDK oficial de Python proporcionado por IBKR, y una exportación CSV de terceros de la actividad interna API para datos de acciones históricas, Python BT ...acciones/ETF de actividad de información privilegiada en la API de TWS de Interactive Broker, luego prueba retrospectiva y prueba futura utilizando Python backtrader y el motor LEAN de QuantConneact SDK oficial de Python proporcionado por IBKR, y una exportación CSV de terceros de la actividad interna API para datos de acciones históricas, Python BT u otras bibliotecas ...

Hello, I need to adapt a FoV (Field of Vision) c++ algorithm to visual basic 6, it is for a game. The code is written and documented: And it is necessary to adapt it to VB6. Hola, necesito adaptar un algoritmo de c++ de FoV (Field of Vision) a visual basic 6, es para un juego. El codigo esta escrito y documentado: Y es necesario adapartarlo a VB6. Estructura del contenedor de luces. MapBlock(X as integer, Y as integer) - Range of map X 1-100 * Y 1-100 Blouqueado as boolean - Container variable indicating the blocked tile LuzEngine(1 to 4) D3DColorValue o Long - Variable that contains the light information broken down into each vertex 0----1

Estoy a punto de lanzar una preventa para un juego de fútbol nft. El juego tendrá estadios, los cuales estan en un 50% realizados. habría 3 en total. Los nombres son Estadio Luna, Estadio Marte y Estadio Chaos. Como verás en los nombres, el juego estará ambientado en el espacio, sé que es un poco extraño para un juego de fútbol, ​​pero esto será fantasía. Si el trabajo sale bien tengo más activos para ilustrar el mismo juego, como los rangos, los logos de las monedas y otros, quería darte un repaso de lo que estoy buscando, estoy a tu disposición para que tú puede sacar todas sus dudas y empezar. Gracias

Estoy a punto de lanzar una preventa para un juego de fútbol nft. El juego tendrá estadios, los estadios están en un 50% finalizados, necesito hacerles unas mejoras habría 3 en total. Los nombres son Estadio Luna, Estadio Marte y Estadio Chaos. Como verás en los nombres, el juego estará ambientado en el espacio, sé que es un poco extraño para un juego de fútbol, ​​pero esto será fantasía. Si el trabajo sale bien tengo más activos para ilustrar el mismo juego, como los rangos, los logos de las monedas y otros, quería darte un repaso de lo que estoy buscando, estoy a tu disposición para que tú puede sacar todas sus dudas y empezar. Gracias

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Hola Chicos. Estoy interesado en sus servicios para un ensayo. El ensayo debería tratar sobre el algoritmo de colonias de abejas artificiales (Karaboga, 2005). Un ejemplo de ensayo es como el que se adjunta a este mensaje. El objetivo del ensayo es demostrar cómo funciona el algoritmo y de ser posible, añadir algunas aplicaciones en R o Python.

...venta) Cada usuario puede incluso tener los 3 roles (ser creador de contenido, promocionar contenido de otros creadores y comprar contenido de otros también) La plataforma ofrece la publicidad y difusión en todo el mundo dando la posibilidad de cobrar con plataformas como PAYPAL, PAYONEER, STRIPE, MERCADO PAGO (y otras). Se necesita en 3 Versiones: WEB, ANDROID e IOS. Skills: Website Design, Algorithm, HTML, PHP, Courses...

...y se procede pago seguro. Se aben dos opciones 5.1) CON SEGURO PRIVADO + CONCERTADO CON DR MEHUSELAH... aseguradora acepta pago 5.2) SIN SEGURO PRIVADO- PACIENTE PAGA A LA PLATAFORMA CON TARJETA CREDITO O DEBITO. 6) CONSULTA Y ENCUESTA SATISFACION. In english language To implement a comprehensive platform where medical services are offered by providers and purchased by patients. Algorithm to follow: 1) CHOOSE LANGUAGE 2) MY LOCATION: COUNTRY, CITY AND STREET:hotel,flat,---detect with GPS 3) MAJORITY OF AGE accepts privacy policy, dats, etc.. 4) STATES YOUR NEED ** URGENT + ** NOT URGENT - IF URGENT + you state that you need to be transferred to a hospital or clinic. In this case a green GPS is displayed indicating which doc...

Necesito un proyecto de un servidor en código c para recibir paquetes y parsear cabecera y payload muy simple. Es como si fuera un helloworld de conectividad. Os mando más detalles. Solo para hispan... Read More

Un altcreate an algorithm that learns from my successes and mistakes when operating a APpK O web . Este altgoritmo supervice mi actuación en esta plataforma y mejore mis estrategias ofreciéndome una optimización constante de mi propio desempeño ofreciéndome una mejora en mis propias estrategias para ganar más y más veces optimizando todo integralmente

English: I need an algorithm that solves the problem, the idea is that it is a dynamic programming algorithm that selects me which is the best range where more packages pass without having to evaluate all the options without using the exhaustive method. The problem basically deals with the following: Before it is necessary to understand the following, the same letters make up 1 packet, but there is also a restriction variable where only M packets can be passed, for this case M is worth 2 M = 2, that is, only packets can pass where the letter is not repeat more than 2 times 1. I have an arrangement C C D F B B B A C A E A 2. I need to know which is the best range where more packages pass 3. For this case the best range is: 1 - 10 {C D F B B B A C A E} Explanation of why i...

desarrollar un algoritmo de inversión con inteligencia artificial para el mercado de forex

...interesting to create a very dynamic website, similar to (hotel search) or Skyscanner (flight search) those searches looking for products in other websites. This time there are no hotel searches or flight searches, in this time I need website of appliances search such as TV, refrigerators, washing machines, etc. and I know that a search algorithm of that size is very expensive. As I understand that the webpage with a large algorithm is very expensive so I will also do my work and will study the markets of the appliances and I will upload to the website all the information that I collect from physical stores and online stores. but I also want to remind that the website needs to perform the online search in other web pages. The web page can be used to have a very large capa...

Hay que crear un greedy algortihm y un dinamic algorithm. Hablame por chat para pasar el archivo pdf.

...------------------------- $jugadores(1,2,3,4,5,6,7,8,9,10,11,12,13); return= round 1 1,2 VS 3,4 5,6 VS 7,8 9,10 VS 11,12 ---> 13 in home .... --------------- round 2 13,1 VS 5,6 .... ¿?¿?¿? return ?¿?¿? ---------------------------- English traductor -> I need an application created in PHP to set up tennis matches per couple. The tennis matches are "2 people vs 2 people". I need a Round Robin algorithm, a function PHP in which I can: Enter the number of participants. (minimum 4) Enter the maximum number of games per player. Enter the maximum number of rounds. PHP function => The participants will rotate to play all against all. A participant can not play on the same day, it is added to the next ROUND. A participant c...

...------------------------- $jugadores(1,2,3,4,5,6,7,8,9,10,11,12,13); return= round 1 1,2 VS 3,4 5,6 VS 7,8 9,10 VS 11,12 ---> 13 in home .... --------------- round 2 13,1 VS 5,6 .... ¿?¿?¿? return ?¿?¿? ---------------------------- English traductor -> I need an application created in PHP to set up tennis matches per couple. The tennis matches are "2 people vs 2 people". I need a Round Robin algorithm, a function PHP in which I can: Enter the number of participants. (minimum 4) Enter the maximum number of games per player. Enter the maximum number of rounds. PHP function => The participants will rotate to play all against all. A participant can not play on the same day, it is added to the next ROUND. A participant c...

...suceda solo deben presionar 1 botón. - Necesita actualizarse automáticamente todos los días (Les daré la fuente) - La página web está basada en una suscripción mensual con contenido privado. - El proyecto es en español. - I need a website design - Algorithm calculation inside a sketch: there will be 2 or 3 sketches (like a star, square) with numbers inside in different places and those numbers are calculated with a simple algorithm (i will tell you the math formula), the algorithm should be calculated when customers input the date, every day the algorithm will provide different numbers and i need them to just press 1 button for this to happen. - Need automated daily update (i will tell you the s...

Estoy buscando a alguien que me ayude con mi proyecto. Estoy dispuesto a pagar si el trabajo es exitoso. El proyecto consta en proporcionar el algoritmo que me de la respuesta correcta al seed. El SEED/KEY es dinámico, lo que significa que el SEED siempre cambia, nunca es el mismo. Pude obtener un muchos Seed y Keys. A continuación pongo algunos pares de seed/key. SEED: 3 D1 D2 KEY: 8 78 9E ----------------- SEED: B6 72 C4 KEY: A7 31 2 ----------------- SEED: BE 9C 22 KEY: 97 16 68 ----------------- SEED: 1 2 3 KEY: 48 DF A1 El desarrollador ganará una vez que haya descubierto el algoritmo. le dare varios SEED al Desarrollador para que me devuelva los KEY correctos. Requiero del algoritmo en formula matematica y que se codifique en PA...

Lo que quiero es un motor de búsqueda que, mediante un Big Data Algorithm, seleccione productos de diversas web mediante Sentiment Analysis (cuenta con una api de pago para facilitar el trabajo) en base a criterios previamente establecidos y ponderados por mi (en función de la puntuacion que yo de a cada uno de los criterios) obteniendo así, mediante el algoritmo, una puntuación media por cada producto.<br />(La web la hare en wordpress, con lo que necesito que sepan manejarlo)<br /><br />Son miles de productos los que se han de comparar procedentes principalmente de unas 5 webs. Estas webs ya disponen de APIs que nos permiten acceder a su base de datos con todo el catalogo de productos.<br /><br />También me gustar&i...

>Lo que quiero es un motor de búsqueda que, mediante un Big Data Algorithm, seleccione productos de diversas web en base a criterios previamente establecidos y ponderados por mi (en función de la puntuacion que yo de a cada uno de los criterios) obteniendo así, mediante el algoritmo, una puntuación media por cada producto.<br /><br />(La web la hare en wordpress, con lo que necesito que sepan manejarlo)<br /><br />Son miles de productos los que se han de comparar procedentes principalmente de unas 5 webs. Estas webs ya disponen de APIs que nos permiten acceder a su base de datos con todo el catalogo de productos.<br /><br />También me gustaría añadir un sistema de recomendación de product...

Exáctamente como: Integración API analytics, NO API Desarrollo de API propia Mejorar la interfaz gráfica y diseño Posibilidad de generar nuevos cambios de algoritmos Idiomas: Español, Inglés, mprove the GUI Ability to generate new algorithms changes Languages: Spanish , English ,

Quiero un software que le ponga una pagina web de una plaza comercial , vea los negocios los analize haga un analisis de mercado ( algorithm) y me calcule el giro de negocio que es mas probable que tenga exito

...masivas y predeterminados. Tanto para facturas de compras y facturas de ventas. Agradeceré si el programador habla español. ________ For a web based accounting system (Frontaccounting) adding 4 elements: (1) Modify the templates of sales invoices as data formats and taxes in my country. Also in the purchasing data. (2) one of those fields is generating sales invoices with security code algorithm and a QR code (3) Export txt files as standard purchases and sales fields. (4) import txt files with similar fields to generate massive default accounting entries. Whether purchase invoices and sales invoices. I would appreciate if the programmer speaks Spanish....

We requiere to implement an audio fingerprinting algorithm low level, it could be in C or C++ to get live events on tv, chord to program frequency. Specifics requeriments -Recognize the program/movie -If it doesnt get any coincidences, it should give a msg saying it doesnt exist. -Give answers in JSON format.

...que nos faciliten. - Cada mes, se envíara 1 informe de Analytics, Linkbuilding y la posición de las Keywords en , comparativa con respecto al mes anterior. - Se requiere un TOP 2-5 de la mayoría de palabras clave Habilidades/requisitos deseados: - Habilidad principal: SEO y LinkBuilding - Aplicar y conocer las normativas del algoritmo de Google y sus Updates - Enlaces de calidad (minimo PR3 en la campaña de LinkBuilding) - Experiencia demostrable, con casos de exito. - Indicar si se posee alguna certificacion (Google analytics, SEO, Marketing...). No es imprescindible, pero si valorable. No somos cliente final: Ofrecemos trabajo continuado, por lo que requerimos precios de distribución, ya que no somos cliente final, sino un intermediario

...designing eye-catching thumbnails. Key Responsibilities: - Develop informal, yet educational scripts for my YouTube videos. - Create visually appealing thumbnails that align with the channel's tone. - Follow the steps and process guideline to achieve the goals Ideal Skills: - Expertise in YouTube scriptwriting with a focus on education. - Graphic design skills, particularly in creating YouTube thumbnails. - Understanding of YouTube's algorithm and viewer engagement strategies. If you don't know any of that, it's fine, because the steps and process is easy to learn. We do everything with AI and free online softwares. Goal is for increasing our CTR, engagement and retention. Experience: - Prior work with educational YouTube channels is preferred. - ...

...the Sobel filter value is greater than a threshold. If the value is less than a threshold, then the pixel will be white. The threshold value is of your choice. Separable smoothing filter Before applying the hatching, it is necessary to smooth the image using a median filter. The filter used will be 25×25 in size. Applying the filter using the ad-hoc algorithm requires performing 625 texture samples for each pixel. A more optimal algorithm is to separate the filter into two filters of sizes 25×1 and 1×25 respectively using the idea here . The smoothing will be done in two steps. We start with the original image: The first step is to perform horizontal smoothing. Each pixel will be equal to the arithmetic mean of the pixel and its 24 neighbors on th...

I'm looking for a professional who can help me decrypt YouTube download URLs for my research purposes. Key Requirements: - Experience with URL decryption specifically for YouTube in C# language. - Being able to adapt the existing project in order to let it work again: currently this projects works quite well but the algorithm for deciphering of download URLs seems to be broken - Understanding of research needs and confidentiality. The primary focus is on downloading muxed videos, so please only apply if you have relevant experience. Looking forward to your bids.

I'm looking for an experienced social media expert who can help me increase my TikTok followers. The content will primarily be behind-the-scenes footage from the fashion industry. So, a good understanding and passion for fashion is a big plus. Key Requirements: - Proven track reco...media expert who can help me increase my TikTok followers. The content will primarily be behind-the-scenes footage from the fashion industry. So, a good understanding and passion for fashion is a big plus. Key Requirements: - Proven track record in increasing TikTok followers - Experience in fashion industry - Ability to create engaging behind-the-scenes content - Understanding of TikTok's algorithm and trends Please submit your proposal along with examples of your previous work related to...

I need a Python expert to develop a momentum trading algorithm for the stock market. The algorithm should be capable of backtesting and detecting institutional trading activity as well as sudden spikes in the market. Key Skills: - Proficient in Python - Experience with financial trading algorithms - Familiarity with stock market data - Knowledge of backtesting methodologies - Ability to incorporate detection mechanisms for institutional activity and market spikes With your bid, please include previous relevant work and any thoughts you have on the project.

This is an online dating site. I do not require a mobile app. Must be web responsive and develped in React.js. I do not require any payment gateway. The following features must be implemented/integrated: 1. Real-time chat messaging with a group chat feature (users cannot send attachments or images or links) 2. Audio recording/player for bio clip 3. Custom algorithm using the logic that I supply 4. WordNet integration for broader keyword search feature 5. Spam/bot prevention 6. Web push notifications 7. Tooltips for users 8. Block, Reporting (with a system for pubicly labeling violators' profiles), Likes 9. Calculate distances between two user's zip codes using OSRM API 10. User Website, Admin Panel, Security, Deployment If you are familiar with social media pla...

I have an existing project that requires a clear implementation of my algorithm (PCA for Image Compression). The project already contains source code for Pthreads, MPI, and serial. Your task will be to maintain the structure of the project while implementing CUDA, CUDA + MPI, and conducting an overall correctness check for all the existing code. Key Responsibilities: - Implement the algorithm using CUDA and CUDA + MPI - Ensure a high level of performance optimization - Maintain code readability and comments throughout the implementation - Conduct correctness checks The primary goal of this project is to leverage parallel processing capabilities of CUDA to enhance the performance of the algorithm. Ideal Skills: - Extensive experience with CUDA and CUDA + M...

I'm looking for an experienced algorithm developer to create a simple mean reversion trading algorithm for me. The algo should be implemented in Python and be capable of automated trade execution on IG Index and DMA Trader CFD platforms. Key Requirements: - Develop a mean reversion trading algorithm - Implement it in Python - Link to platforms - Ensure it can execute trades automatically on specified platforms Ideal Skills and Experience: - Proven experience in developing trading algorithms - Proficiency in Python - Familiarity with IG Index and DMA Trader CFD platforms

...intros and profile themes. Matching Algorithm: AI-driven matching based on preferences, mood, and behavior. Interactive Features: Icebreaker games and daily challenges. Video speed dating and audio-only chat options. Event Integration: Match users attending the same local events or planning similar activities. Privacy & Security: Background verification feature. Private mode to control visibility. Community and Niche Matching: Interest-based groups and tailored matches for specific lifestyles. Gamification and Rewards: Points and achievements for activity, used to unlock features. Compatibility Insights: Display compatibility scores and shared interests. Additional Requirements: Backend development for robust and scalable operations. Clean, modern UI/UX design. Integra...

I have an existing project that requires a clear implementation of my algorithm (PCA for Image Compression). The project already contains source code for Pthreads, MPI, and serial. Your task will be to maintain the structure of the project while implementing CUDA, CUDA + MPI, and conducting an overall correctness check for all the existing code. Key Responsibilities: - Implement the algorithm using CUDA and CUDA + MPI - Ensure a high level of performance optimization - Maintain code readability and comments throughout the implementation - Conduct correctness checks The primary goal of this project is to leverage parallel processing capabilities of CUDA to enhance the performance of the algorithm. Ideal Skills: - Extensive experience with CUDA and CUDA + MPI - Profic...

...inadequate restoration quality. Key Responsibilities: Research Proposal Development: Formulate a comprehensive proposal targeting the improvement of SR models. MATLAB Implementation: Implement the proposed model in MATLAB, ensuring it can be validated against current leading SR models. Model Validation: The model should be tested on BSD200, BSD100, and URBAN100 datasets. Algorithm Development: Create a low-complexity SR algorithm that offers improved computational efficiency. Performance Optimization: The model should ensure quicker convergence and superior image restoration accuracy using optimized learning strategies. Benchmark Comparison: Results should be compared against benchmark models to demonstrate improvements in accuracy, speed, and generalization. Idea...

...Skill Assessment Tools Interactive technical tests for candidates (e.g., data modeling, algorithm design). Certifications in AI-related domains to validate candidate expertise. Candidate and Company Profiles Candidate profiles showcasing certifications, portfolios, and technical expertise. Company profiles highlighting culture, values, and key AI projects. Smart Job Matching AI-driven algorithms to recommend relevant candidates to employers. Personalized job suggestions for candidates based on their skills and preferences. Industry Insights Salary benchmarking, job market trends, and in-demand skills analysis. Access to AI-related news, research, and case studies. Ideal Skills and Experience: - Web Design: Proven experience in designing interactive, user-friend...

I'm seeking a skilled video editor with experience in editing product review content for YouTube. The project involves crafting a professional, engaging video, with a specific focus on integrating intro graphics seamlessly into the footage. Key aspects of t...and style of successful YouTube content - Skillfully incorporating intro graphics at appropriate points in the video - Ensuring the overall video maintains a high standard of production quality Ideal candidates will have: - A portfolio of similar YouTube content - Proficiency in video editing software - Ability to create and integrate high-quality graphics - A keen understanding of YouTube's algorithm and viewer preferences Please provide samples of your previous work, particularly any product review videos you�...

I'm looking for a freelancer who can create engaging content for Facebook with potential to go viral. The focus is on increasing brand visibility through creative posts. Skills & experience that would be advantageous: - Proven track record of creating viral content - Deep understanding of Facebook's algorithm and audience - Excellent communication skills for our collaborative process

I'm looking for a creative freelancer who can help me produce engaging and captivating YouTube videos centred around 2 different content segments. 1) Music production and songwriting videos (5min average duration) 2) Story-telling and vlog style videos ...looking for a creative freelancer who can help me produce engaging and captivating YouTube videos centred around 2 different content segments. 1) Music production and songwriting videos (5min average duration) 2) Story-telling and vlog style videos (8-10min average duration) Ideal Skills: - Experience in video production and editing - Knowledge and passion for music - Understanding of YouTube's algorithm. - Creativity in conceptualizing and executing engaging content Please provide samples of your work related to musi...

I'm in need of a skilled developer to create an automated system that will book clients on my service booking website with minimal delay using a simple algorithm. Key Responsibilities: - The system should automatically check for new orders and quickly accept available ones based on the order value. - It should interact with the website using browser automation. - The program must operate 24/7 in real-time. Workflow Algorithm: - Order Monitoring: The system needs to continuously check for available orders. - Filtering and Prioritization: The system should evaluate available orders based on their value, prioritizing higher value orders. - Order Acceptance: The system should automatically click the "Accept" button for the chosen orders. Support: - I require 7 ...

Create an automated system for booking clients on website with minimal delay using a simple algorithm. Requirements: Automatically check for new orders Quickly accept available orders. Interact with the website through web scraping. Technical Requirements: The program should operate 24/7 in real-time. Budget: Maximum budget: $200. Includes development, testing, and basic support. Workflow Algorithm: Order Monitoring: Continuously check for available orders. Filtering and Prioritization: Evaluate available orders based on filter criteria. Order Acceptance: Automatically click the "Accept" button. Support: 7 days of free support after launch.

...system for booking clients on a taxi website with minimal delay using a simple algorithm. Requirements: Core Functionality: Automatically check for new orders on the taxi website. Quickly accept available orders. Interact with the website through web scraping. Technical Requirements: The program should operate 24/7 in real-time. Ability to set filters based on criteria (distance, price, direction). Compatibility with Windows/Mac/Linux. Data security (protection of logins and passwords). Interface: Simple web interface for managing settings and monitoring performance. Logs with a history of accepted orders. Budget: Maximum budget: $200. Includes development, testing, and basic support. Workflow Algorithm: Authorization: Log into the system using stored cr...

...keywords. Performance Tracking: Set up tools to monitor ranking improvements and provide regular updates on progress. Technical SEO: Conduct a technical SEO audit and address issues such as site speed, mobile optimization, and crawl errors, if any. Ideal Candidate: Proven track record in SEO with visible results. Experience in optimizing e-commerce or niche websites. Strong understanding of Google's algorithm updates and best practices. Excellent communication skills and ability to deliver detailed progress reports. Deliverables: Initial SEO audit report. Weekly progress updates. Clear action plan and timeline for achieving the desired ranking. If you have experience in improving rankings for competitive keywords and are confident in your ability to deliver results, please a...

I'm looking for a Pinterest specialist to assist in posting 60-70 product images onto our Pinterest account. All titles and descriptions have been drafted by ChatGPT and are SEO optimized. Your responsibilities will include: - Posting: Uploading 60-70 product images to our Pinterest acco...descriptions have been drafted by ChatGPT and are SEO optimized. Your responsibilities will include: - Posting: Uploading 60-70 product images to our Pinterest account. - Linking: All images need to be linked to our main product page. - Hashtags: Including relevant industry-related hashtags to boost visibility. Ideally, you should have: - Extensive experience with Pinterest and understanding of its algorithm. - Proven track record in creating engaging posts. - Familiarity with industry-re...

...Provide customers with secure payment options (annual and monthly instalments - already have api connected to gateway for annual payment) • Deliver a solution that complies with Australian data security and privacy regulations. 3. Scope of Work The project includes: 3.1 Core Features • Online quote form with all relevant customer and property data fields. • Integration with a pricing algorithm to calculate premiums in real time. • Underwriting guidelines evaluation: • Approve eligible customers for policy binding. • Notify ineligible customers that their quote requires further review. 3.2 Policy Binding • Allow customers to choose annual or monthly payments. • Annual Payments: Integration with a secure payment g...

**Problem Statement:** I aim to address a multivariable optimization problem where only solutions with non-negative components are relevant, as negative allocations of resources are not feasible. Approach: One method to converge to the desired solution is by providing an iterative algorithm with a starting point close to the desired solution. If the approximate location of the solution is unknown, a related problem can be solved to generate an initial approximation. For non-negative solutions, variables can be replaced with their square values to ensure positivity. Solution Methodology: The solution employs a two-stage optimization process: 1. **Auxiliary Function Approximation**: An auxiliary function is used to transform the problem into one that guarantees non-negative so...